From bbcdcaef775fd9f254efa1134d2dae19abe9443f Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Wed, 26 Jun 2024 14:43:08 -0600 Subject: [PATCH 01/30] DR-471 v1.26 release tasks --- commit | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 commit diff --git a/commit b/commit new file mode 100644 index 000000000..e69de29bb From 2113638d398d6741773b6ef3e1ba4ff4a631ea06 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Wed, 26 Jun 2024 14:43:17 -0600 Subject: [PATCH 02/30] DR-471 v1.26 release tasks --- commit | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 commit diff --git a/commit b/commit deleted file mode 100644 index e69de29bb..000000000 From a5cccf265a60780672535ade001abf8bbdc5ff7d Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Thu, 27 Jun 2024 18:13:04 -0400 Subject: [PATCH 03/30] DR-474 create blog post skeleton (#2253) * DR-474 create blog release notes skeleton * bold city * include * include not showing up * solved --- _includes/what-next.mdx | 2 +- .../_core-1-26-include.mdx | 52 ++++++++++++++++++ .../img/hero.png | Bin 0 -> 30224 bytes .../index.mdx | 18 ++++++ .../{ => older-releases}/release_1_20.mdx | 2 +- .../{ => older-releases}/release_1_21.mdx | 2 +- .../weaviate/release-notes/release_1_24.mdx | 2 +- .../weaviate/release-notes/release_1_25.mdx | 2 +- .../weaviate/release-notes/release_1_26.mdx | 10 ++++ 9 files changed, 85 insertions(+), 5 deletions(-) create mode 100644 blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx create mode 100644 blog/2024-07-09-weaviate-1-26-release/img/hero.png create mode 100644 blog/2024-07-09-weaviate-1-26-release/index.mdx rename developers/weaviate/release-notes/{ => older-releases}/release_1_20.mdx (90%) rename developers/weaviate/release-notes/{ => older-releases}/release_1_21.mdx (90%) create mode 100644 developers/weaviate/release-notes/release_1_26.mdx diff --git a/_includes/what-next.mdx b/_includes/what-next.mdx index d805f14c2..1903dda56 100644 --- a/_includes/what-next.mdx +++ b/_includes/what-next.mdx @@ -1,6 +1,6 @@ ## Ready to start building? -Check out [the Quickstart tutorial](/developers/weaviate/quickstart), and begin building amazing apps with the free trial of [Weaviate Cloud (WCD)](https://console.weaviate.cloud/). +Check out the [Quickstart tutorial](/developers/weaviate/quickstart), or build amazing apps with a free trial of [Weaviate Cloud (WCD)](https://console.weaviate.cloud/). import CommunityPanel from '/src/components/CommunityPanel'; diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx new file mode 100644 index 000000000..b4c99ae03 --- /dev/null +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -0,0 +1,52 @@ +Weaviate `1.26` is here! + +Here are the release ⭐️*highlights*⭐️! + +![Weaviate 1.26](./img/hero.png) + +- [**Improved Range Queries**](#improved-range-queries) +- [**Async Replication**](#async-replication) +- [**Module improvements**](#module-improvements) +- [**Multi target vector**](#multi-target-vector) +- [**Tenant offload to cloud storage**](#tenant-offload-to-cloud-storage) +- [**Async Python Implementation**](#async-python-implementation) +- [**Scalar Quantization**](#scalar-quantization) +- [**Dashboards for async indexes**](#dashboards-for-async-indexes) + +## Improved Range Queries + +Cool stuff goes here + +## Async Replication + +Cool stuff goes here + +## Module improvements + +Cool stuff goes here + +## Multi target vector + +Cool stuff goes here + +## Tenant offload to cloud storage + +Cool stuff goes here + +## Async Python Implementation + +Cool stuff goes here + +## Scalar Quantization + +Cool stuff goes here + +## Dashboards for async indexes + +Cool stuff goes here + +## Summary + +Enjoy the new features and improvements in Weaviate `1.26`. This release is available as a docker image and is coming soon to Weaviate Cloud [WCD](https://console.weaviate.cloud/). + +Thanks for reading, see you next time 👋! diff --git a/blog/2024-07-09-weaviate-1-26-release/img/hero.png b/blog/2024-07-09-weaviate-1-26-release/img/hero.png new file mode 100644 index 0000000000000000000000000000000000000000..5ee8c749679715165c0cdb99566242a2ae398d1b GIT binary patch literal 30224 zcmeGDWmJ^y_XZ3P2t!CIAYFRX(hbrAN)9n}igZiIfJiA4Do8iX00Yt?U4kfG(jc8f z!wAE`bMgDH^{)5x^ZEJUx|XcD;@o?m$3FJ4_xS;$twu^rPYeQqNMF8qt_K3$iv)pi zW(mQ-UzWPgWq=Ej=L-{W5Qt6k?jMdyijXz%M;vcGH6>8RFyjvJA3O&|EkzKhI`RIs z4L%6u3xD}s(I5Z^wRk@SdY*lVm8X93U3B5UYNdC$T@3lzxJyTdy&^F$)Fv;eifq5Z zn5r8tq@+hm&y2Tr=-ldu^@9<{_`!Xa2*PZUr5weygaDdy+;7TNmK0ncj47!I-@F8E zm@J3YtPan)9JXByx0lyXZ!H=TbI8a9AMUrAET3a;!#Y9>qlcxPfv*ET?3C!<-Ss^? zF5BJp2UR%5-St(h0^!|NNQD&-xV%k!Oo0nr6*M0Z;s94x1R-Dy5Qst_PwDRZp8Nm1 z{r`>W6uPuZSZvjuUSW*^H+;D>F24Wl##VZuRgRPTihx75&E{}NKMB2o4Pbl^z}O01 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zLaVo!z#Pkkp@@jCH}A@Qr%SkTNuap;d~)MIm5YeJF^AG8e5(H6SL47}GXvlJTiuC> z$U~V+r4Up|{I_xv0Wbvq1Bd=oo{31o98~AI@|`mLfznNI!oL7VFvRckpW0JIx|sh$ zZz*bTzmXTk%Sl>KR885v-2#;f`w2A!4Gd|-WqiIkfR-ViBmdbA5U!ic=Y$p1XH44r zY%5R=!=xDld08|8Uc=P!^I4AQ()#ZXO3-)tF?S0HU#Hgx>?-j0|JT+8!|DHVUC{%q i!^xQrVPF$QXI*geyqz7#q4ggVK0i^_R;g054*NgzS*WT2 literal 0 HcmV?d00001 diff --git a/blog/2024-07-09-weaviate-1-26-release/index.mdx b/blog/2024-07-09-weaviate-1-26-release/index.mdx new file mode 100644 index 000000000..4b44ceee4 --- /dev/null +++ b/blog/2024-07-09-weaviate-1-26-release/index.mdx @@ -0,0 +1,18 @@ +--- +title: Weaviate 1.26 Release +slug: weaviate-1-26-release +authors: [jp, dave, zain] +date: 2024-07-09 +image: ./img/hero.png +tags: ['release', 'engineering'] +description: "Weaviate 1.26 is released! Updates include ..." + +--- + +import Core126 from './_core-1-26-include.mdx'; + + + +import WhatsNext from '/_includes/what-next.mdx' + + diff --git a/developers/weaviate/release-notes/release_1_20.mdx b/developers/weaviate/release-notes/older-releases/release_1_20.mdx similarity index 90% rename from developers/weaviate/release-notes/release_1_20.mdx rename to developers/weaviate/release-notes/older-releases/release_1_20.mdx index aeba0ce87..c3fd502e7 100644 --- a/developers/weaviate/release-notes/release_1_20.mdx +++ b/developers/weaviate/release-notes/older-releases/release_1_20.mdx @@ -1,6 +1,6 @@ --- title: Weaviate 1.20.0 -sidebar_position: 25 +sidebar_position: 95 image: og/docs/modules/custom-modules.jpg tags: ['release', 'engineering'] --- diff --git a/developers/weaviate/release-notes/release_1_21.mdx b/developers/weaviate/release-notes/older-releases/release_1_21.mdx similarity index 90% rename from developers/weaviate/release-notes/release_1_21.mdx rename to developers/weaviate/release-notes/older-releases/release_1_21.mdx index ccc2bcd63..e044f7d57 100644 --- a/developers/weaviate/release-notes/release_1_21.mdx +++ b/developers/weaviate/release-notes/older-releases/release_1_21.mdx @@ -1,6 +1,6 @@ --- title: Weaviate 1.21.0 -sidebar_position: 20 +sidebar_position: 94 image: og/docs/modules/custom-modules.jpg tags: ['release', 'engineering'] --- diff --git a/developers/weaviate/release-notes/release_1_24.mdx b/developers/weaviate/release-notes/release_1_24.mdx index f3059f9eb..4c10bbe9c 100644 --- a/developers/weaviate/release-notes/release_1_24.mdx +++ b/developers/weaviate/release-notes/release_1_24.mdx @@ -1,6 +1,6 @@ --- title: Weaviate 1.24.0 -sidebar_position: 5 +sidebar_position: 9 image: og/docs/modules/custom-modules.jpg tags: ['release', 'engineering'] --- diff --git a/developers/weaviate/release-notes/release_1_25.mdx b/developers/weaviate/release-notes/release_1_25.mdx index 9bdbeec1e..f5796279c 100644 --- a/developers/weaviate/release-notes/release_1_25.mdx +++ b/developers/weaviate/release-notes/release_1_25.mdx @@ -1,6 +1,6 @@ --- title: Weaviate 1.25.0 -sidebar_position: 4 +sidebar_position: 8 image: og/docs/modules/custom-modules.jpg tags: ['release', 'engineering'] --- diff --git a/developers/weaviate/release-notes/release_1_26.mdx b/developers/weaviate/release-notes/release_1_26.mdx new file mode 100644 index 000000000..87eebf111 --- /dev/null +++ b/developers/weaviate/release-notes/release_1_26.mdx @@ -0,0 +1,10 @@ +--- +title: Weaviate 1.26.0 +sidebar_position: 7 +image: og/docs/modules/custom-modules.jpg +tags: ['release', 'engineering'] +--- + +import Core126 from '/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx' ; + + From bb722b13f4d2756df15dc52790e86ab494d87060 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 8 Jul 2024 16:13:04 -0400 Subject: [PATCH 04/30] Refesh (#2294) * Webinars Update (#2272) * Update * Blog Update * Minor fixes iosblog (#2275) * fix dates, title, linkedIn and twitter links * Webinars Update (#2272) (#2274) * Update * Blog Update Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> --------- Co-authored-by: AJ Chan Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> * Update docusaurus.config.js (#2277) * People Update (#2278) * Episode Update (#2279) * Add `Kagome` Korean tokenizer docs (#2281) * Draft Kagome tokenizer docs * Add 'USE_GSE' * add tokenization examples * Update kagome available version * 20240705 update banner (#2284) * Draft banner * Update time * add many shot ICL paper (#2285) * CTA Update (#2286) * DR-521 release py4.6.6 core1.25.7 (#2283) * Correct version links (#2287) * DR-522 align section names with semantic naming (#2288) * DR-522 align section names with semantic naming * DR-522 align section names with semantic naming * staging * staging * redirects * add axn paper (#2289) * add axn paper * Update index.mdx * Title Update (#2290) * Fix version include (#2291) --------- Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan --- _includes/clients/matrix-intro.md | 3 +- _includes/tokenization.mdx | 4 +- _includes/tokenization_definition.mdx | 3 +- .../img/book-data.png | Bin .../img/create-a-cluster-1.png | Bin .../img/create-a-cluster-2.png | Bin .../img/create-xcode-project.png | Bin .../img/enter-run-arguments.png | Bin .../img/external-builder-image.png | Bin .../img/hero.png | Bin .../img/main-py-image-close.png | Bin .../img/main-py-image-collection.png | Bin .../img/main-py-image-load-data.png | Bin .../img/main-py-image-read-books.png | Bin .../img/main-py-image-startup.png | Bin .../img/python-execution-logs.png | Bin .../img/support-files.png | Bin .../index.mdx | 8 +-- 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papers/2024-07-07-axn/img/hero.png create mode 100644 papers/2024-07-07-axn/index.mdx create mode 100644 static/img/podcasts/podcast-100.png diff --git a/_includes/clients/matrix-intro.md b/_includes/clients/matrix-intro.md index f3571aef1..cd1162272 100644 --- a/_includes/clients/matrix-intro.md +++ b/_includes/clients/matrix-intro.md @@ -5,7 +5,8 @@ For links to the client releases associated with the latest Weaviate core releas |Weaviate Version|Release Date|Python|TypeScript|Go|Java| |:-|:-|:-:|:-:|:-:|:-:| -| [1.25.6](https://github.com/weaviate/weaviate/releases/tag/v1.25.5) | 2024-06-24 | 4.6.5 | 3.0.8 | 4.14.0 | 4.7.0 | +| [1.25.7](https://github.com/weaviate/weaviate/releases/tag/v1.25.7) | 2024-07-04 | 4.6.6 | 3.0.8 | 4.14.0 | 4.7.0 | +| [1.25.6](https://github.com/weaviate/weaviate/releases/tag/v1.25.6) | 2024-06-28 | 4.6.5 |'' | '' | '' | | [1.25.5](https://github.com/weaviate/weaviate/releases/tag/v1.25.5) | 2024-06-24 | '' | '' | '' | '' | | [1.25.4](https://github.com/weaviate/weaviate/releases/tag/v1.25.4) | 2024-06-13 | 4.6.3 | 3.0.3 | '' | '' | | [1.25.3](https://github.com/weaviate/weaviate/releases/tag/v1.25.3) | 2024-06-11 | '' | '' | '' | '' | diff --git a/_includes/tokenization.mdx b/_includes/tokenization.mdx index 75873e46d..e904bbb5e 100644 --- a/_includes/tokenization.mdx +++ b/_includes/tokenization.mdx @@ -1,3 +1,3 @@ -Weaviate converts filter terms into tokens. The default tokenization is `word`. The `word` tokenizer keeps alphanumeric characters and splits on whitespace. It converts a string like "test_domain_weaviate" into "test", "domain", and "weaviate". +Weaviate converts filter terms into tokens. The default tokenization is `word`. The `word` tokenizer keeps alphanumeric characters, lowercase them and splits on whitespace. It converts a string like "Test_domain_weaviate" into "test", "domain", and "weaviate". -For details and additional tokenization methods, see [Tokenization](/developers/weaviate/config-refs/schema#tokenization). \ No newline at end of file +For details and additional tokenization methods, see [Tokenization](/developers/weaviate/config-refs/schema#tokenization). diff --git a/_includes/tokenization_definition.mdx b/_includes/tokenization_definition.mdx index b150a445e..616a9e4d2 100644 --- a/_includes/tokenization_definition.mdx +++ b/_includes/tokenization_definition.mdx @@ -5,4 +5,5 @@ | `whitespace` | Split the text on whitespace. Searches/filters become case-sensitive. | `Hello,`, `(beautiful)`, `world` | | `field` | Index the whole field after trimming whitespace characters. | `Hello, (beautiful) world` | | `trigram` | Split the property as rolling trigrams. | `Hel`, `ell`, `llo`, `lo,`, ... | -| `gse` | Use the `gse` tokenizer to split the property. | [See `gse` docs](https://pkg.go.dev/github.com/go-ego/gse#section-readme) | \ No newline at end of file +| `gse` | Use the `gse` tokenizer to split the property. | [See `gse` docs](https://pkg.go.dev/github.com/go-ego/gse#section-readme) | +| `kagome_kr` | Use the `Kagome` tokenizer with a Korean dictionary to split the property. | [See `kagome` docs](https://github.com/ikawaha/kagome) and the [Korean dictionary](https://github.com/ikawaha/kagome-dict-ko) | diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/book-data.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/book-data.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/book-data.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/book-data.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/create-a-cluster-1.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/create-a-cluster-1.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/create-a-cluster-1.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/create-a-cluster-1.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/create-a-cluster-2.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/create-a-cluster-2.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/create-a-cluster-2.png rename to 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index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/main-py-image-load-data.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/main-py-image-load-data.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/main-py-image-read-books.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/main-py-image-read-books.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/main-py-image-read-books.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/main-py-image-read-books.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/main-py-image-startup.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/main-py-image-startup.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/main-py-image-startup.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/main-py-image-startup.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/python-execution-logs.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/python-execution-logs.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/python-execution-logs.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/python-execution-logs.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/support-files.png b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/support-files.png similarity index 100% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/img/support-files.png rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/img/support-files.png diff --git a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/index.mdx b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/index.mdx similarity index 94% rename from apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/index.mdx rename to apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/index.mdx index 8a106370f..3fcee0313 100644 --- a/apple-and-weaviate/2024-06-14-create-and-load-a-weaviate-cluster/index.mdx +++ b/apple-and-weaviate/2024-07-02-create-and-load-a-weaviate-cluster/index.mdx @@ -18,17 +18,15 @@ You can download the resources used in this blog [here](https://github.com/weavi ### Quckstart - How to create a Weaviate account and cluster - - https://weaviate.io/developers/wcs/quickstart +How to [create a Weaviate account and cluster](https://weaviate.io/developers/wcs/quickstart) ### Running Python on your Mac - How to run Python applications on a Mac. +How to run [Python applications on a Mac](/apple-and-weaviate/apple-apps-part-3). ### External Builder (Xcode) for Python - Using Xcode to run Python applications +Using [Xcode to run Python](/apple-and-weaviate/apple-apps-part-4) applications ![external-builder-image](./img/external-builder-image.png) diff --git a/apple-and-weaviate/2024-06-14-external-builder-xcode-for-python/img/define-build-tool-path-image-3.png b/apple-and-weaviate/2024-07-02-external-builder-xcode-for-python/img/define-build-tool-path-image-3.png similarity index 100% rename from apple-and-weaviate/2024-06-14-external-builder-xcode-for-python/img/define-build-tool-path-image-3.png rename to apple-and-weaviate/2024-07-02-external-builder-xcode-for-python/img/define-build-tool-path-image-3.png diff --git a/apple-and-weaviate/2024-06-14-external-builder-xcode-for-python/img/edit-scheme-image1.png b/apple-and-weaviate/2024-07-02-external-builder-xcode-for-python/img/edit-scheme-image1.png 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a/apple-and-weaviate/2024-06-14-external-builder-xcode-for-python/index.mdx +++ b/apple-and-weaviate/2024-07-02-external-builder-xcode-for-python/index.mdx @@ -55,12 +55,12 @@ The alias points to an executable file. /opt/anaconda3/bin/python3.11 -Refer to the article **Running Python on your Mac**, for more details, if this sounds confusing. +Refer to the article [Running Python on your Mac](/apple-and-weaviate/apple-apps-part-3), for more details, if this sounds confusing. ## Install Python Packages and Setup a Virtual Environment -See the article **Running Python on your Mac** for instructions. +See the article [Running Python on your Mac](/apple-and-weaviate/apple-apps-part-3) for instructions. Install Python packages into a `venv` directory within your project to create a virtual environment. diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/openai-key-in-SearchWithBenefitsViewModel.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/openai-key-in-SearchWithBenefitsViewModel.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/openai-key-in-SearchWithBenefitsViewModel.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/openai-key-in-SearchWithBenefitsViewModel.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query-body.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query-body.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query-body.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query-body.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query-output.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query-output.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query-output.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query-output.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/postman-query.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/postman-query.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/run-the-app.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/run-the-app.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/run-the-app.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/run-the-app.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/search-with-benefits-hero.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/search-with-benefits-hero.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/search-with-benefits-hero.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/search-with-benefits-hero.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/weaviate-bookrecs-readcredentials.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/weaviate-bookrecs-readcredentials.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/weaviate-bookrecs-readcredentials.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/weaviate-bookrecs-readcredentials.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/weaviate-graphql-query.png b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/weaviate-graphql-query.png similarity index 100% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/img/weaviate-graphql-query.png rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/img/weaviate-graphql-query.png diff --git a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/index.mdx b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/index.mdx similarity index 98% rename from apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/index.mdx rename to apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/index.mdx index 9143da952..078d3f31e 100644 --- a/apple-and-weaviate/2024-06-14-ios-intro-search-with-benefits/index.mdx +++ b/apple-and-weaviate/2024-07-02-ios-intro-search-with-benefits/index.mdx @@ -15,7 +15,7 @@ Convert your structured data to a Weaviate Vector Database and unlock powerful s In this article we will talk about some of these important features. -- This article includes a ready-to-use Swift app and all the code. +- This article includes a ready-to-use Swift app and all the code. Download it from the Git repo [here](https://github.com/weaviate/BookRecs/tree/main/blog-resources/Search-With-Benefits.swiftpm). - You can run the code in a Swift Playground, which is an interactive learning environment for Swift. - By running the code in the Playground, you can experiment with Swift and try out different ideas. diff --git a/apple-and-weaviate/2024-06-14-running-python-on-your-mac/img/calc-volume.png b/apple-and-weaviate/2024-07-02-running-python-on-your-mac/img/calc-volume.png similarity index 100% rename from apple-and-weaviate/2024-06-14-running-python-on-your-mac/img/calc-volume.png rename to apple-and-weaviate/2024-07-02-running-python-on-your-mac/img/calc-volume.png diff --git a/apple-and-weaviate/2024-06-14-running-python-on-your-mac/img/folder-to-terminal.png b/apple-and-weaviate/2024-07-02-running-python-on-your-mac/img/folder-to-terminal.png similarity index 100% rename from apple-and-weaviate/2024-06-14-running-python-on-your-mac/img/folder-to-terminal.png 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apple-and-weaviate/2024-07-02-unpacking-search-functionality/index.mdx diff --git a/authors.yml b/authors.yml index 9b14f7e21..9bac8e654 100644 --- a/authors.yml +++ b/authors.yml @@ -157,7 +157,7 @@ victoria: image_url: /img/people/icon/victoria.png adam: name: Adam Chan - title: Developer Relations Engineer + title: Developer Growth Engineer url: https://www.linkedin.com/in/itsajchan/ image_url: /img/people/icon/adam.png asdine: diff --git a/blog/2024-07-09-iOS-apps-and-weaviate/img/hero.png b/blog/2024-07-02-iOS-apps-and-weaviate/img/hero.png similarity index 100% rename from blog/2024-07-09-iOS-apps-and-weaviate/img/hero.png rename to blog/2024-07-02-iOS-apps-and-weaviate/img/hero.png diff --git a/blog/2024-07-09-iOS-apps-and-weaviate/index.mdx b/blog/2024-07-02-iOS-apps-and-weaviate/index.mdx similarity index 96% rename from blog/2024-07-09-iOS-apps-and-weaviate/index.mdx rename to blog/2024-07-02-iOS-apps-and-weaviate/index.mdx index b5e68aa41..acb44a7b8 100644 --- a/blog/2024-07-09-iOS-apps-and-weaviate/index.mdx +++ b/blog/2024-07-02-iOS-apps-and-weaviate/index.mdx @@ -39,11 +39,10 @@ Each article is designed to be followed in the following sequence. 1. [Running Python on your Mac](/apple-and-weaviate/apple-apps-part-3). The basics on running python on your Mac. 1. [External Builder (Xcode) for Python](/apple-and-weaviate/apple-apps-part-4). Using Xcode External Builder to run python scripts. 1. [Create and Load Cluster](/apple-and-weaviate/apple-apps-part-5). Create and load a Weaviate Cluster. -Special Thanks -These articles are based on Adam Chan’s Book Recommendation project. +These articles are based on Adam Chan’s Book Recommendation project found at this Git repo [here](https://github.com/weaviate/BookRecs). + -https://github.com/weaviate/BookRecs Without his collaboration and support these articles would not have been possible. diff --git a/blog/2024-06-20-ny-roadshow-recap/index.mdx b/blog/_2024-06-20-ny-roadshow-recap/_index.mdx similarity index 100% rename from blog/2024-06-20-ny-roadshow-recap/index.mdx rename to blog/_2024-06-20-ny-roadshow-recap/_index.mdx diff --git a/blog/2024-06-20-ny-roadshow-recap/img/hero.png b/blog/_2024-06-20-ny-roadshow-recap/img/hero.png similarity index 100% rename from blog/2024-06-20-ny-roadshow-recap/img/hero.png rename to blog/_2024-06-20-ny-roadshow-recap/img/hero.png diff --git a/developers/academy/py/tokenization/200_options.mdx b/developers/academy/py/tokenization/200_options.mdx index e888cc097..133848e29 100644 --- a/developers/academy/py/tokenization/200_options.mdx +++ b/developers/academy/py/tokenization/200_options.mdx @@ -125,12 +125,14 @@ This means that after tokenization, any stop words in the text behave as if they The above tokenization methods work well for English, or other languages that use spaces to separate words. -However, not all languages rely on spaces to define natural semantic boundaries. For languages like Japanese or Chinese, where words are not separated by spaces, you may need to use a different tokenization method. +However, not all languages rely on spaces to define natural semantic boundaries. For languages like Japanese, Chinese or Korean, where words are not separated by spaces, you may need to use a different tokenization method. -Starting with `v1.24` Weaviate provides `gse` and `trigram` tokenization methods for this reason. +Weaviate provides `gse` and `trigram` (from `v1.24`) and `kagome_kr` (from `v1.25.7`) tokenization methods for this reason. `gse` implements the "Jieba" algorithm, which is a popular Chinese text segmentation algorithm. `trigram` splits text into all possible trigrams, which can be useful for languages like Japanese. +`kagome_kr` uses the [`Kagome` tokenizer](https://github.com/ikawaha/kagome?tab=readme-ov-file) with a Korean MeCab ([mecab-ko-dic](https://bitbucket.org/eunjeon/mecab-ko-dic/src/master/)) dictionary to split the property text. This is useful for Korean text. + ## Questions and feedback import DocsFeedback from '/_includes/docs-feedback.mdx'; diff --git a/developers/weaviate/client-libraries/python/index.md b/developers/weaviate/client-libraries/python/index.md index 8bf917146..ead5e920a 100644 --- a/developers/weaviate/client-libraries/python/index.md +++ b/developers/weaviate/client-libraries/python/index.md @@ -1107,6 +1107,7 @@ For links to the Python Client releases, expand this section. | Client Version | Release Date | | :- | :- | +| [4.6.6](https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.5) | 2024-07-02 | | [4.6.5](https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.5) | 2024-06-19 | | [4.6.4](https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.4) | 2024-06-19 | | [4.6.3](https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.3) | 2024-05-21 | diff --git a/developers/weaviate/concepts/modules.md b/developers/weaviate/concepts/modules.md index 79d87f2af..f4372e6fb 100644 --- a/developers/weaviate/concepts/modules.md +++ b/developers/weaviate/concepts/modules.md @@ -24,7 +24,7 @@ This page explains what modules are, and what purpose they serve in Weaviate. ## Available module types -This graphic displays the available modules for the latest Weaviate version (v||site.weaviate_version|). Modules are grouped into these categories: +This graphic displays the available modules for the latest Weaviate version (||site.weaviate_version||) . Modules are grouped into these categories: - Vectorization modules - Vectorization and additional functionality modules diff --git a/developers/weaviate/config-refs/env-vars.md b/developers/weaviate/config-refs/env-vars.md index bb2a933c9..00033c7fa 100644 --- a/developers/weaviate/config-refs/env-vars.md +++ b/developers/weaviate/config-refs/env-vars.md @@ -26,7 +26,9 @@ All other values are interpreted as `false`. | `DISK_USE_READONLY_PERCENTAGE` | If disk usage is higher than the given percentage all shards on the affected node will be marked as `READONLY`, meaning all future write requests will fail. See [Disk Pressure Warnings and Limits for details](/developers/weaviate/configuration/persistence.md#disk-pressure-warnings-and-limits). | `string - number` | `90` | | `DISK_USE_WARNING_PERCENTAGE` | If disk usage is higher than the given percentage a warning will be logged by all shards on the affected node's disk. See [Disk Pressure Warnings and Limits for details](/developers/weaviate/configuration/persistence.md#disk-pressure-warnings-and-limits). | `string - number` | `80` | | `DISABLE_GO_PROFILING` | If `true`, disables Go profiling. Default: `false`. | `boolean` | `false` | -| `ENABLE_MODULES` | Which modules to enable in the setup? | comma-separated list of strings | `text2vec-openai,generative-openai` | +| `ENABLE_MODULES` | Specify Weaviate modules to enable | `string - comma separated names` | `text2vec-openai,generative-openai` | +| `ENABLE_TOKENIZER_GSE` | Enable the [`GSE` tokenizer](../config-refs/schema/index.md#gse-and-trigram-tokenization-methods) for use | `boolean` | `true` | +| `ENABLE_TOKENIZER_KAGOME_KR` | Enable the [`Kagome` tokenizer for Korean](../config-refs/schema/index.md#kagome_kr-tokenization-method) for use (Experimental as of `v1.25.7`) | `boolean` | `true` | | `GODEBUG` | Controls debugging variables within the runtime. [See official Go docs](https://pkg.go.dev/runtime). | `string - comma-separated list of name=val pairs` | `gctrace=1` | | `GOMAXPROCS` | Set the maximum number of threads that can be executing simultaneously. If this value is set, it be respected by `LIMIT_RESOURCES`. | `string - number` | `NUMBER_OF_CPU_CORES` | | `GOMEMLIMIT` | Set the memory limit for the Go runtime. This should match your available memory, such as 10-20% of your total memory for Weaviate. The Go runtime tries to make sure that long-lived and temporary memory allocations do not exceed this value by making the garbage collector more aggressive as the memory usage approaches the limit. [Learn more about GOMEMLIMIT](/blog/gomemlimit-a-game-changer-for-high-memory-applications). | `string - memory limit in SI units` | `4096MiB` | @@ -49,6 +51,7 @@ All other values are interpreted as `false`. | `REINDEX_SET_TO_ROARINGSET_AT_STARTUP` | Allow Weaviate to perform a one-off re-indexing to [use Roaring Bitmaps](../concepts/prefiltering.md#migration-to-roaring-bitmaps).

Available in versions `1.18` and higher. | `boolean` | `true` | | `TOMBSTONE_DELETION_MAX_PER_CYCLE` | Maximum number of tombstones to delete per cleanup cycle. Set this to limit cleanup cycles, as they are resource-intensive. As an example, set a maximum of 10000000 (10M) for a cluster with 300 million-object shards. (Default: none) | `string - int` (Available from `v1.24.15` / `v1.25.2`) | `10000000` | | `TOMBSTONE_DELETION_MIN_PER_CYCLE` | Minimum number of tombstones to delete per cleanup cycle. Set this to prevent triggering unnecessary cleanup cycles below a threshold. As an example, set a minimum of 1000000 (1M) for a cluster with 300 million-object shards. (Default: 0) (Available from `v1.24.15` / `v1.25.2`) | `string - int` | `100000` | +| `USE_GSE` | Enable the [`GSE` tokenizer](../config-refs/schema/index.md#gse-and-trigram-tokenization-methods) for use.
(The same as `ENABLE_TOKENIZER_GSE`. We recommend using `ENABLE_TOKENIZER_GSE` for consistency in naming with other optional tokenizers.) | `boolean` | `true` | ## Module-specific diff --git a/developers/weaviate/config-refs/schema/index.md b/developers/weaviate/config-refs/schema/index.md index 3d0bd74d5..3ac491d69 100644 --- a/developers/weaviate/config-refs/schema/index.md +++ b/developers/weaviate/config-refs/schema/index.md @@ -558,6 +558,28 @@ So, a `string` property value `Hello, (beautiful) world` with `tokenization` set For Japanese and Chinese text, we recommend use of `gse` or `trigram` tokenization methods. These methods work better with these languages than the other methods as these languages are not easily able to be tokenized using whitespaces. +The `gse` tokenizer is not loaded by default to save resources. To use it, set the environment variable `ENABLE_TOKENIZER_GSE` to `true` on the Weaviate instance. + +`gse` tokenization examples: + +- `"素早い茶色の狐が怠けた犬を飛び越えた"`: `["素早", "素早い", "早い", "茶色", "の", "狐", "が", "怠け", "けた", "犬", "を", "飛び", "飛び越え", "越え", "た", "素早い茶色の狐が怠けた犬を飛び越えた"]` +- `"すばやいちゃいろのきつねがなまけたいぬをとびこえた"`: `["すばや", "すばやい", "やい", "いち", "ちゃ", "ちゃい", "ちゃいろ", "いろ", "のき", "きつ", "きつね", "つね", "ねが", "がな", "なま", "なまけ", "まけ", "けた", "けたい", "たい", "いぬ", "を", "とび", "とびこえ", "こえ", "た", "すばやいちゃいろのきつねがなまけたいぬをとびこえた"]` + +### `kagome_kr` tokenization method + +:::caution Experimental feature +Available starting in `v1.25.7`. This is an experimental feature. Use with caution. +::: + +For Korean text, we recommend use of the `kagome_kr` tokenization method. This uses the [`Kagome` tokenizer](https://github.com/ikawaha/kagome?tab=readme-ov-file) with a Korean MeCab ([mecab-ko-dic](https://bitbucket.org/eunjeon/mecab-ko-dic/src/master/)) dictionary to split the property text. + +The `kagome_kr` tokenizer is not loaded by default to save resources. To use it, set the environment variable `ENABLE_TOKENIZER_KAGOME_KR` to `true` on the Weaviate instance. + +`kagome_kr` tokenization examples: + +- `"아버지가방에들어가신다"`: `["아버지", "가", "방", "에", "들어가", "신다"]` +- `"아버지가 방에 들어가신다"`: `["아버지", "가", "방", "에", "들어가", "신다"]` +- `"결정하겠다"`: `["결정", "하", "겠", "다"]` ### `indexFilterable` and `indexSearchable` diff --git a/developers/weaviate/manage-data/collections.mdx b/developers/weaviate/manage-data/collections.mdx index c4de6cc1f..0c26f7487 100644 --- a/developers/weaviate/manage-data/collections.mdx +++ b/developers/weaviate/manage-data/collections.mdx @@ -392,7 +392,7 @@ Various vector index parameters are configurable at collection creation time, in ## Property-level settings -Configure each property to choose whether to vectorize property name, include property in vectorization, and choose tokenization type. +Configure each property to choose whether to vectorize the property and its name, and choose a [tokenization type](../config-refs/schema/index.md#tokenization). diff --git a/developers/weaviate/release-notes/index.md b/developers/weaviate/release-notes/index.md index 8c5041521..c9f8ed001 100644 --- a/developers/weaviate/release-notes/index.md +++ b/developers/weaviate/release-notes/index.md @@ -10,11 +10,14 @@ This page has links to the [developer release notes](https://github.com/weaviate For descriptive notes on recent major releases, follow the links in the table of contents at the left of this page. For descriptive notes on older releases, see the [blog pages at Weaviate.io](https://weaviate.io/blog/tags/release). -### Current minor releases +### Current core and client releases + +This chart shows the latest client release at the time of the Weaviate core release. | Weaviate Version | Release Date | Python | TypeScript
JavaScript | Go | Java | | :- | :- | :-: | :-: | :-: | :-: | -| [1.25.6][c1.25.6] | 2024-06-28 | [4.6.5][p4.6.5] | [3.0.8][ts3.0.8] | [4.14.0][g4.14.0] | [4.7.0][j4.7.0] | +| [1.25.7][c1.25.7] | 2024-07-04 | [4.6.6][p4.6.6] | [3.0.8][ts3.0.8] | [4.14.0][g4.14.0] | [4.7.0][j4.7.0] | +| [1.25.6][c1.25.6] | 2024-06-28 | [4.6.5][p4.6.5] | '' | '' | '' | | [1.25.5][c1.25.5] | 2024-06-24 | '' | '' | '' | '' | | [1.25.4][c1.25.4] | 2024-06-13 | [4.6.3][p4.6.3] | [3.0.3][ts3.0.3] | '' | '' | | [1.25.3][c1.25.3] | 2024-06-11 | '' | '' | '' | '' | @@ -22,11 +25,15 @@ For descriptive notes on recent major releases, follow the links in the table of | [1.25.1][c1.25.1] | 2024-05-17 | [4.6.2][p4.6.2] | '' | '' | '' | | [1.25.0][c1.25.0] | 2024-05-10 | [4.6.0][p4.6.0] | [2.1.1][ts2.1.1] | [4.13.1][g4.13.1] | [4.6.0][j4.6.0] | -### Major releases +### Previous core and client releases + +For links to the matrix of previous core and client releases, expand this section. + +
+ Releases | Weaviate Version | Release Date | Python | TypeScript
JavaScript | Go | Java | Up voted issues | | :- | :- | :-: | :-: | :-: | :-: | :-: | -| [1.25.0][c1.25.0] | 2024-05-10 | [4.6.0][p4.6.0] | [2.1.1][ts2.1.1] | [4.13.1][g4.13.0] | [4.6.0][j4.6.0] | [Votes 1.25][v1.25] | | [1.24.0][c1.24.0] | 2024-02-27 | [4.5.1][p4.5.1] | [2.0.0][ts2.0.0] | [4.13.1][g4.13.0] | [4.6.0][j4.6.0] | [Votes 1.24][v1.24] | | [1.23.0][c1.23.0] | 2023-12-18 | [3.26.0][p3.26.0] | '' | '' | [4.4.2][j4.4.2] | [Votes 1.23][v1.23] | | [1.22.0][c1.22.0] | 2023-10-27 | [3.25.0][p3.25.0] | [1.5.0][ts1.5.0] | [4.10.0][g4.10.0] | [4.3.0][j4.3.0] | [ Votes 1.22][v1.22] | @@ -53,7 +60,9 @@ For descriptive notes on recent major releases, follow the links in the table of | [1.1.0][c1.1.0] | 2021-02-10 | [2.1.0][p2.1.0] | '' | '' | - | - | | [1.0.0][c1.0.0] | 2021-01-14 | [2.0.0][p2.0.0] | '' | '' | - | - | -1The TypeScript client replaced the JavaScript client on 2023-03-17. +Note: The TypeScript client replaced the JavaScript client on 2023-03-17. + +
## Weaviate Core @@ -64,6 +73,8 @@ For links to the Weaviate Core releases, expand this section. | Weaviate Version | Release Date | | :- | :- | + | [1.25.7][c1.25.7] | 2024-07-04 | + | [1.25.6][c1.25.6] | 2024-06-28 | | [1.25.5][c1.25.5] | 2024-06-24 | | [1.25.4][c1.25.4] | 2024-06-13 | | [1.25.3][c1.25.3] | 2024-06-11 | @@ -226,6 +237,7 @@ For links to the Python Client releases, expand this section. | Client Version | Release Date | | :- | :- | + | [4.6.6][p4.6.6] | 2024-07-02 | | [4.6.5][p4.6.5] | 2024-06-19 | | [4.6.4][p4.6.4] | 2024-06-19 | | [4.6.3][p4.6.3] | 2024-05-21 | @@ -512,6 +524,7 @@ For links to the Java Client releases, expand this section. [comment]: # ( core links ) +[c1.25.7]: https://github.com/weaviate/weaviate/releases/tag/v1.25.7 [c1.25.6]: https://github.com/weaviate/weaviate/releases/tag/v1.25.6 [c1.25.5]: https://github.com/weaviate/weaviate/releases/tag/v1.25.5 [c1.25.4]: https://github.com/weaviate/weaviate/releases/tag/v1.25.4 @@ -673,6 +686,7 @@ For links to the Java Client releases, expand this section. [comment]: # ( python client links ) +[p4.6.6]: https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.6 [p4.6.5]: https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.5 [p4.6.4]: https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.4 [p4.6.3]: https://github.com/weaviate/weaviate-python-client/releases/tag/v4.6.3 diff --git a/docusaurus.config.js b/docusaurus.config.js index ed7437331..1aa6afc9a 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -31,7 +31,7 @@ const config = { [ '@docusaurus/plugin-google-gtag', { - trackingID: process.env.GOOGLE_TRACKING_ID || 'None', + trackingID: 'None', anonymizeIP: true, }, ], @@ -172,6 +172,12 @@ const config = { }, }, + // Add CommonRoom + { + tagName: 'script', + innerHTML: `(function() { if (typeof window === 'undefined') return; if (typeof window.signals !== 'undefined') return; var script = document.createElement('script'); script.src = 'https://cdn.cr-relay.com/v1/site/3709e2b3-c0eb-4239-9087-775e484fab16/signals.js'; script.async = true; window.signals = Object.assign([], ['page', 'identify', 'form'].reduce(function (acc, method){ acc[method] = function () { signals.push([method, arguments]); return signals; }; return acc; }, {})); document.head.appendChild(script); })();`, + }, + ], }; }, @@ -247,7 +253,7 @@ const config = { image: 'og/default.jpg', announcementBar: { id: 'announcement-bar-may2024', - content: `We would love your input to help us improve your experience - Fill out our Community Experience Survey by June 14th.`, + content:`📆 AI [in Prod] Chicago: Tuesday, July 16th | Join us for tech talks and hands-on training! Register here!`, backgroundColor: '#1C1468', textColor: '#F5F5F5', isCloseable: true, @@ -376,7 +382,7 @@ const config = { label: 'Community', to: '/community', }, - + { label: 'Paper Reviews', to: '/papers', @@ -464,7 +470,7 @@ const config = { to: 'https://console.weaviate.cloud', position: 'right', }, - + { type: 'search', position: 'right', diff --git a/papers/2024-07-05-manyshoticl/img/hero.png b/papers/2024-07-05-manyshoticl/img/hero.png new file mode 100644 index 0000000000000000000000000000000000000000..dc3c7ba7cc5dab4bc79394068418b9999c0a7697 GIT binary patch literal 78244 zcmeFZcQl+^_%!XRULh%~ST?_r0(Cx~}^PzpbZ9cZ%Z_2?+_E zwwC%`5|WdGBqS#esVKltraJA`!9OQF?rL5m$?M`;0^g9^s_LqekQ7GK99W(N-&4D4 z8F`S9&^HqQJJITr4I?2Te9%@`z2{@LGESLxuYb68L+yn%%Ix~Hz`#@Q9<}GbYcaSZ zSehNy^QMIjVHG6IaZ`unCbB0x)9BqD=^&1?g^&dGCKk>M7OX*mcN1%?3g{*dU)R`H zD0HlJt#s9Re<$Gg(z-ip^u2agIxcl1x;#>xa&6TA9;5?fRc9IhJ*eY@Py+uROs7r? zUjO$GA!kl$ybSy2&^mVpdFJ2Gpl+XIJOA%z1m513xcl#C)UUm@$o%&+VIkM*wf_AK 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./img/hero.png +description: "All the details around teaching LLMs by giving examples!" +--- +![A preview of the paper](./img/hero.png) + + + +import { DownloadButton } from '/src/theme/Buttons'; + +## Should you finetune your LLM or just give relevant examples in the prompt? How many examples should you give for best performance?? If you give more will it hurt perf?? Does order of the examples matter!?? + +New paper from Deepmind answers all these questions and more, so much to take away from this one, lets dig in! + +## Main Takeaways: +- Large performance jumps when going from providing very few(1-5) examples(few-shot incontext learning(ICL) to providing many(100s-1000s) examples(many-shot ICL) - The harder the task the more it benefits from more examples in the prompt! +- Propose using synthetically generated examples(as opposed to human labelled ones) and find that works quite well +- Propose providing only questions and no answers, in the examples, and find this also works quite well!! +- Show that many-shot ICL can overcome pre-training biases, perform comparably to supervised fine-tuning, and learn non-NLP prediction tasks. + +## Juicy Details: + +- Full supervised/instruction fine-tuning only slightly outperforms many-shot ICL for many tasks + +- They mainly test Gemini 1.5 but also try GPT4 and Claude 3.5 and show that different LLMs have varying degrees of success when using many-shot ICL - not a model agnostic trick + +- They show that if you provide encough examples in the prompt it can adapt to unseen non-lingual tasks and even in domains that might be misaligned with an LLM’s training data + +- Surprisingly, the order of examples in the prompt also influences many-shot performance - would be interesting to see how optimization systems like DSPy can help with this + +- Adding more examples, then optimal, in the prompt can also sometimes degrade performance for certain tasks - **weird finding** - opportunity for DSPy to do its thing here aswell + +- Many-shot ICL achieves comparable or superior performance when using only problems compared to using problems with solutions - signals that providing solutions with many-shot ICL might just be redundant + +- Many shot ICL also shows an improvement in out-of-distribution general problem-solving abilities from in-context learning - Math tasks and etc. + +- Biases instilled in the model during pre-training can also be overcome with many shot ICL - a small number of shots leads to the model giving into the bias but with enough examples this eventually diminishes as task learning takes effect in the many shot regime. + +

+ 🔗 arXiv Link +

+

+ 📜 Download paper +

+ + +import WhatNext from '/_includes/what-next.mdx' + + diff --git a/papers/2024-07-07-axn/img/hero.png b/papers/2024-07-07-axn/img/hero.png new file mode 100644 index 0000000000000000000000000000000000000000..99b0996306a18e80eca95af7901259e6ad0f2f58 GIT binary patch literal 1096003 zcmeFZXIxWh*F9`^)In546axzG!|&g6F!<-fOSD_PWmV8yd43V(xnEwYl*{#el6ANy}7E zXu-0OpW?j0)}4Dl)$m<-uxay_ZNKb0_W%6B|LH*$sbI)>B}(ca{wDBs(JgWHKEM2< z`}uJb_ik@iA7i0;NyG?f?DZ|9(psI?EmZ`9^PHIhkTz<NYe=+&uqaC-_D;;s@sL1$p_Al%Q zk#$S6gXZ1Yw@87eG(KNSi>VHMa6>J?+XBF1SG`)UG6&h0X9w=t+6GQ_W;V!7Ca_s0 zc}|$&@`kR{`^-b@YFVL2L*>aT>4ifZ`v1P^1NyB%Ah`Yo+fhz6&D< zREB!|QbrejrWjlQaQhyqml%=N@B{xjpnjrzwLYNTj=sjF`+RoT&JoShbk=TAr^B?gP-i-;K|Z;mHdm1|2sbPe!pajHSL)nABO-l^}bR0{#$$M z*k#_;8%79HU8$q&7Cv4-8fm2?25muJ+5i1eKJ%CU_KH*zh{JmCvycndafei583Y$G|vphFkc(*lf8X6CA40(Myp#Gg%?VXkHUr*a~y@kjV zS$)4hDktPu-s#LxcUaQ5H6ByxF>i(hM*2C=Sg54?(-t~mp)Obj$O%}|P=Bfu}#negYIz{i@?TckggI9jW&ELk_zo6z@Fleg0$8xftGu?WM?k)svj5m}O z@nvhktSH9Fik@#@W*gAC$`aB{t 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zldOMy=j|!L#2d+!s{EzCmFS{a=y# juSh|*?f-u(we9=ylku=`mJnP)2IIfGT-Y6 literal 0 HcmV?d00001 diff --git a/papers/2024-07-07-axn/index.mdx b/papers/2024-07-07-axn/index.mdx new file mode 100644 index 000000000..53454d5c6 --- /dev/null +++ b/papers/2024-07-07-axn/index.mdx @@ -0,0 +1,55 @@ +--- +title: "Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders" +slug: axn +authors: [zain] +date: 2024-07-07 +tags: [] +image: ./img/hero.png +description: "The quality of a reranked retreiver and the speed of a bi-encoder retreiver!" +--- +![A preview of the paper](./img/hero.png) + + + +import { DownloadButton } from '/src/theme/Buttons'; + +## How do you get the retrieval quality of a cross-encoder/re-ranker and the efficiency of a bi-encoder? + +Typically people choose to do this with the trusty old retrieve-and-re-rank approach. + +This new paper from DeepMind proposes Adaptive Cross-Encoder Nearest Neighbor Search, an alternative which approximates the re-ranker query-document similarities while still using a bi-encoder setup. + +## High-level Overview: + +You can think of this as an efficient way to train an adaptor for the query vector that transforms the query vector in such a way that makes the similarity scores b/w query-documents more like the cross-encoder similarity scores. + +- Once you pass the query vector through the trained adopter then you can simply use cosine similarity with the document embeddings +- Can use existing bi-encoder models to initialize the item and query embeddings +- In an offline indexing step -> compute query/item embeddings to index a given set of items from a target domain making sure the similarity scores are similar to cross encoder scores +- At test time -> compute the test query embedding to approximate cross-encoder scores of the given test query for a small set of adaptively-chosen items +- Perform retrieval with the approximate cross-encoder scores + + +## Details: + +At test time, they keep item embeddings fixed and perform retrieval over multiple rounds, alternating between: + + >> estimating the test query embedding by minimizing error in approximating CE scores of items retrieved thus far, and + + >> using the updated test query embedding for retrieving more items in the next round. + +In the last round once the test query embedding is fully refined, this test query embedding can now be used to retrieve items using cosine similarity. + +Proposed k-NN search method can achieve up to 5% and 54% improvement in k-NN recall for k = 1 and 100 respectively over the widely-used DE-based retrieve-and-rerank approach. + +

+ 🔗 arXiv Link +

+

+ 📜 Download paper +

+ + +import WhatNext from '/_includes/what-next.mdx' + + diff --git a/site.redirects.js b/site.redirects.js index e0b582b68..9c4ec0720 100644 --- a/site.redirects.js +++ b/site.redirects.js @@ -532,8 +532,31 @@ const siteRedirects = { { to: "/services/enterprise-cloud", from: "/services/enterprise-dedicated" + }, + + // Blog Article Changes + { + to: "/blog", + from: "/blog/tips-for-scaling-and-shipping-ai-products" + }, + +// Release notes +{ + to: "/developers/weaviate/release-notes/older-releases/release_1_19", + from: "/developers/weaviate/release-notes/release_1_19" +}, +{ + to: "/developers/weaviate/release-notes/older-releases/release_1_18", + from: "/developers/weaviate/release-notes/release_1_18" +}, +{ + to: "/developers/weaviate/release-notes/older-releases/release_1_17", + from: "/developers/weaviate/release-notes/release_1_17" +}, +{ + to: "/developers/weaviate/release-notes/older-releases/release_1_16", + from: "/developers/weaviate/release-notes/release_1_16" }, - ], diff --git a/src/components/Events/OnDemand/index.jsx b/src/components/Events/OnDemand/index.jsx index 9a42e4789..9d6227f28 100644 --- a/src/components/Events/OnDemand/index.jsx +++ b/src/components/Events/OnDemand/index.jsx @@ -34,6 +34,12 @@ export default function OnDemand() { {'Watch now >'} +
+

JS June - Build AI Apps with Weaviate!

+ + {'Watch now >'} + +
diff --git a/src/components/Events/OnDemand/styles.module.scss b/src/components/Events/OnDemand/styles.module.scss index 18c9c4d15..bf3180e50 100644 --- a/src/components/Events/OnDemand/styles.module.scss +++ b/src/components/Events/OnDemand/styles.module.scss @@ -81,6 +81,7 @@ display: flex; justify-content: space-around; align-items: center; + flex-wrap: wrap; @media screen and (max-width: 960px) { flex-direction: column; @@ -183,9 +184,8 @@ p { color: #130c49; text-align: center; - font-family: Inter; + height: 90px; font-size: 1rem; - font-weight: 700; } @@ -225,7 +225,7 @@ p { color: #130c49; text-align: center; - font-family: Inter; + font-size: 1rem; font-weight: 700; diff --git a/static/data/people.json b/static/data/people.json index cde657c57..3833765ff 100644 --- a/static/data/people.json +++ b/static/data/people.json @@ -16,19 +16,12 @@ }, { "name": "Adam Chan", - "title": "Developer Advocate", + "title": "Developer Growth Engineer", "photo": "adam.jpg", - "linkedin": "adam-jeremy-chan", - "twitter": "aj__chan", + "linkedin": "itsajchan", + "twitter": "itsajchan", "team": "developer-growth" }, - { - "name": "Albert Adeseye", - "title": "Technical Success Manager", - "photo": "albert.jpeg", - "linkedin": "albertadeseye", - "team": "customer-experience" - }, { "name": "Alea Abed", "title": "Head of Marketing", @@ -153,7 +146,7 @@ }, { "name": "Dirk Kulawiak", - "title": "Core Engineer", + "title": "UX Engineering Tech Lead", "photo": "dirk.png", "linkedin": "dirk-kulawiak", "github": "dirkkul", diff --git a/static/data/podcasts.json b/static/data/podcasts.json index 4d7d3fbd2..fa20cc33c 100644 --- a/static/data/podcasts.json +++ b/static/data/podcasts.json @@ -1,4 +1,12 @@ [ + { + "title": "Generative UIs with Lucas Negritto and Bob van Luijt - Weaviate Podcast #100!", + "description": "What is an AI-native application? This podcast explores this question with Weaviate Co-founder Bob van Luijt and Lucas Negritto. ", + "youtube": "x1i9pGWAh7s", + "date": "24-07-04", + "cover_image": "/img/podcasts/podcast-100.png", + "is_use_case": false + }, { "title": "ACORN with Liana Patel and Abdel Rodriguez - Weaviate Podcast #99!", "description": "Liana Patel is a Ph.D. student at Stanford University who is the lead author of ACORN, a breakthrough in Approximate Nearest Neighbor Search with Filters!", diff --git a/static/img/podcasts/podcast-100.png b/static/img/podcasts/podcast-100.png new file mode 100644 index 0000000000000000000000000000000000000000..414ea6ad26257f942ae7d8d1210dd1f066556071 GIT binary patch literal 514799 zcmXV%Wl&sA*RBT(?(Po3H3TQP1b2eFyL+%efZ*)@@$mBayn zhIrIhQv?72Mc!6YQq^5uR)R`iT9S`TfRB%jo1F^)ko%dd;jNqeKp?vHV2P2&HrQ(+xW z3|J!!0RWe9zCJ-7^MF6Z+CT|b|R*J|fkpRD70GS_U>0rNf0Zg<) z)LCKs2LJ`tUuf9j`)gso>$P&r!hY{T0C>geCSZOs0esJtV4Va|@xuZnDR8IYs1)G} zIOqDdD~(+u+T~yX{S&EE>0jq~@Y+*nNW8Bvw|A*`2OJtCObMB=tdRFOK4HEA;_u+5nraCqtffCFmzIQL>i-+6YN 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    Additional information -- How to [set the index type](../manage-data/collections.mdx#ve) +- How to [set the index type](/developers/weaviate/manage-data/collections.mdx#ve)
    @@ -104,7 +104,7 @@ The following parameters are available for BQ compression, under `vectorIndexCon | `bq` : `enabled` | boolean | `false` | Enable BQ. Weaviate uses binary quantization (BQ) compression when `true`.

    The Python client v4 does not use the `enabled` parameter. To enable BQ with the v4 client, set a `quantizer` in the collection definition. | | `bq` : `rescoreLimit` | integer | -1 | The minimum number of candidates to fetch before rescoring. | | `bq` : `cache` | boolean | `false` | Whether to use the vector cache. | -| `vectorCacheMaxObjects` | integer | `1e12` | Maximum number of objects in the memory cache. By default, this limit is set to one trillion (`1e12`) objects when a new collection is created. For sizing recommendations, see [Vector cache considerations](../concepts/vector-index.md#vector-cache-considerations). | +| `vectorCacheMaxObjects` | integer | `1e12` | Maximum number of objects in the memory cache. By default, this limit is set to one trillion (`1e12`) objects when a new collection is created. For sizing recommendations, see [Vector cache considerations](/developers/weaviate/concepts/vector-index.md#vector-cache-considerations). | For example: @@ -171,12 +171,12 @@ import MultiVectorSupport from '/_includes/multi-vector-support.mdx'; -Similarly, compression must be enabled independently for each vector. The procedure varies slightly by client language, but in each case the idea is the same. Each vector is independent and can use [PQ](/weaviate/configuration/pq-compression.md), [BQ](/weaviate/configuration/bq-compression.md), or no compression. +Similarly, compression must be enabled independently for each vector. The procedure varies slightly by client language, but in each case the idea is the same. Each vector is independent and can use [PQ](/weaviate/configuration/compression/pq-compression.md), [BQ](/weaviate/configuration/compression/bq-compression.md), or no compression. ## Related pages -- [Configuration: Vector index](../config-refs/schema/vector-index.md) -- [Concepts: Vector index](../concepts/vector-index.md) -- [Concepts: Vector quantization](../concepts/vector-quantization.md) +- [Configuration: Vector index](/developers/weaviate/config-refs/schema/vector-index.md) +- [Concepts: Vector index](/developers/weaviate/concepts/vector-index.md) +- [Concepts: Vector quantization](/developers/weaviate/concepts/vector-quantization.md) - [Tutorial: Schema](/developers/weaviate/starter-guides/schema) ## Questions and feedback diff --git a/developers/weaviate/configuration/compression/index.md b/developers/weaviate/configuration/compression/index.md new file mode 100644 index 000000000..f3712b2fc --- /dev/null +++ b/developers/weaviate/configuration/compression/index.md @@ -0,0 +1,16 @@ +--- +title: Compression +sidebar_position: 5 +image: og/docs/configuration.jpg +# tags: ['configuration', 'compression', 'pq'] +--- + +Weaviate provides compression methods that you can tune to balance cost and performance. + +Vectors are indexed and the index is loaded in RAM memory so you can search your data quickly. Unfortunately, RAM is expensive and RAM requirements increase quickly for high-dimension vectors. + +To lower RAM requirements, use one of these compression methods. + +- [Binary Quantization (BQ)](/developers/weaviate/configuration/compression/bq-compression) +- [Product Quantization (PQ)](/developers/weaviate/configuration/compression/pq-compression) +- [Scalar Quantization (SQ)](/developers/weaviate/configuration/compression/sq-compression) \ No newline at end of file diff --git a/developers/weaviate/configuration/pq-compression.md b/developers/weaviate/configuration/compression/pq-compression.md similarity index 78% rename from developers/weaviate/configuration/pq-compression.md rename to developers/weaviate/configuration/compression/pq-compression.md index 39a4fbd03..c5c963557 100644 --- a/developers/weaviate/configuration/pq-compression.md +++ b/developers/weaviate/configuration/compression/pq-compression.md @@ -1,6 +1,6 @@ --- -title: Product Quantization (compression) -sidebar_position: 5 +title: Product Quantization +sidebar_position: 15 image: og/docs/configuration.jpg # tags: ['configuration', 'compression', 'pq'] --- @@ -28,7 +28,7 @@ import PQTradeoffs from '/_includes/pq-compression/tradeoffs.mdx' ; -To configure HNSW, see [Configuration: Vector index](../config-refs/schema/vector-index.md) . +To configure HNSW, see [Configuration: Vector index](/developers/weaviate/config-refs/schema/vector-index.md) . ## Enable PQ compression @@ -133,7 +133,7 @@ The next few sections work through these steps. ### 1. Configure an initial schema without PQ -[Create a collection](../manage-data/collections.mdx#create-a-collection) without specifying a quantizer. +[Create a collection](/developers/weaviate/manage-data/collections.mdx#create-a-collection) without specifying a quantizer. @@ -193,125 +193,10 @@ The next few sections work through these steps. ### 2. Load training data -[Add objects](../manage-data/import.mdx) that will be used to train PQ. Weaviate will use the greater of the training limit, or the collection size, to train PQ. +[Add objects](/developers/weaviate/manage-data/import.mdx) that will be used to train PQ. Weaviate will use the greater of the training limit, or the collection size, to train PQ. We recommend loading a representative sample such that the trained centroids are representative of the entire dataset. - - - ### 3. Enable PQ and create the codebook Update your collection definition to enable PQ. Once PQ is enabled, Weaviate trains the codebook using the training data. @@ -494,12 +379,12 @@ import MultiVectorSupport from '/_includes/multi-vector-support.mdx'; -Similarly, compression must be enabled independently for each vector. The procedure varies slightly by client language, but in each case the idea is the same. Each vector is independent and can use [PQ](/weaviate/configuration/pq-compression.md), [BQ](/weaviate/configuration/bq-compression.md), or no compression. +Similarly, compression must be enabled independently for each vector. The procedure varies slightly by client language, but in each case the idea is the same. Each vector is independent and can use [PQ](/weaviate/configuration/compression/pq-compression.md), [BQ](/weaviate/configuration/compression/bq-compression.md), or no compression. ## Related pages -- [Configuration: Vector index](../config-refs/schema/vector-index.md) -- [Concepts: Vector index](../concepts/vector-index.md) -- [Concepts: Vector quantization](../concepts/vector-quantization.md) +- [Configuration: Vector index](/developers/weaviate/config-refs/schema/vector-index.md) +- [Concepts: Vector index](/developers/weaviate/concepts/vector-index.md) +- [Concepts: Vector quantization](/developers/weaviate/concepts/vector-quantization.md) - [Tutorial: Schema](/developers/weaviate/starter-guides/schema) ## Questions and feedback diff --git a/developers/weaviate/configuration/compression/sq-compression.md b/developers/weaviate/configuration/compression/sq-compression.md new file mode 100644 index 000000000..cb0ba5f27 --- /dev/null +++ b/developers/weaviate/configuration/compression/sq-compression.md @@ -0,0 +1,103 @@ +--- +title: Scalar Quantization +sidebar_position: 25 +image: og/docs/configuration.jpg +# tags: ['configuration', 'compression', 'sq'] +--- + +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; +import PyCode from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression-v4.py'; +import PyCodeV3 from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression-v3.py'; +import TSCode from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression-v3.ts'; +import TSCodeSQOptions from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression.options-v3.ts'; +import TSCodeLegacy from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression-v2.ts'; +import GoCode from '!!raw-loader!/_includes/code/howto/configure-sq/sq-compression.go'; +import JavaCode from '!!raw-loader!/_includes/code/howto/java/src/test/java/io/weaviate/docs/sq-compression.java'; + +:::info Added in v1.26.0 + +::: + +[Scalar quantization (SQ)](/developers/weaviate/concepts/vector-quantization#scalar-quantization) is a vector compression technique that can reduce the size of a vector. + +To use SQ, enable it in the collection definition, then add data to the collection. + +## Basic configuration + +SQ must be enabled at collection creation time. You cannot enable SQ after you add data to a collection. + +To enable SQ, set `vector_index_config`. + + + + + + + + + + + +## Custom configuration + +To tune SQ, set these `vectorIndexConfig` parameters. + +| Parameter | Type | Default | Details | +| :-- | :-- | :-- | :-- | +| `sq`: `enabled` | boolean | `false` | Uses SQ when `true`.

    The Python client v4 does not use the `enabled` parameter. To enable SQ with the v4 client, set a `quantizer` in the collection definition. | +| `sq`: `rescoreLimit` | integer | -1 | The minimum number of candidates to fetch before rescoring. | +| `sq`: `cache` | boolean | `false` | Use the vector cache when true. | +| `vectorCacheMaxObjects` | integer | `1e12` | Maximum number of objects in the memory cache. By default, this limit is set to one trillion (`1e12`) objects when a new collection is created. For sizing recommendations, see [Vector cache considerations](/developers/weaviate/concepts/vector-index.md#vector-cache-considerations). | + + + + + + + + + + + + +## Multiple vectors + +import MultiVectorSupport from '/_includes/multi-vector-support.mdx'; + + + +Compression must be enabled independently for each vector. If the index supports it, any vector can use any of [BQ](/weaviate/configuration/compression/bq-compression.md), [PQ](/weaviate/configuration/compression/pq-compression.md), [SQ](/weaviate/configuration/compression/sq-compression.md), or no compression. + +## Related pages +- [Configuration: Vector index](/developers/weaviate/config-refs/schema/vector-index.md) +- [Concepts: Vector index](/developers/weaviate/concepts/vector-index.md) +- [Concepts: Vector quantization](/developers/weaviate/concepts/vector-quantization.md) +- [Tutorial: Schema](/developers/weaviate/starter-guides/schema) + +## Questions and feedback + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + diff --git a/developers/weaviate/configuration/index.md b/developers/weaviate/configuration/index.md index cb1bcfcc9..336051216 100644 --- a/developers/weaviate/configuration/index.md +++ b/developers/weaviate/configuration/index.md @@ -15,15 +15,16 @@ image: og/docs/configuration.jpg - `Vector index` adds text re: configuration options from `Vector index plugins/HNSW` ::: --> -This section shows you how to configure Weaviate to suit your specific needs. +This section shows you how to configure Weaviate. -For example, you can read about how to: +- Extend Weaviate's functionality by adding [modules](./modules.md) and vectorizers. +- Configure how Weaviate stores and indexes data. -- Extend Weaviate's functionality by adding [modules](./modules.md), including vectorizers -- Configure how Weaviate stores and indexes data through its [schema](../manage-data/collections.mdx), [data type](../config-refs/datatypes.md) and [distance metric](../config-refs/distances.md) -- Manage performance vs. cost tradeoffs by its [vector index properties](/developers/weaviate/config-refs/schema/vector-index) -- [Back up](./backups.md) your Weaviate instance -- Control access through [authentication](./authentication.md) and [authorization](./authorization.md) -- [Monitor](./monitoring.md) your Weaviate instance + - [schema](../manage-data/collections.mdx) + - [data type](../config-refs/datatypes.md) + - [distance metric](../config-refs/distances.md) -You do not need to read this section linearly. But we do recommend that you browse through this section so that you are aware of the available main customization options, including features that will help you to take it into production. +- Manage performance and cost tradeoffs using [vector index properties](/developers/weaviate/config-refs/schema/vector-index). +- [Back up](./backups.md) your Weaviate instance. +- Control access with [authentication](./authentication.md) and [authorization](./authorization.md). +- [Monitor](./monitoring.md) your Weaviate instance. diff --git a/site.redirects.js b/site.redirects.js index 9c4ec0720..f6f31b5c5 100644 --- a/site.redirects.js +++ b/site.redirects.js @@ -413,9 +413,18 @@ const siteRedirects = { }, { - to: '/developers/weaviate/configuration/pq-compression', + to: '/developers/weaviate/configuration/compression/pq-compression', from: '/developers/weaviate/configuration/compression', }, + { + to: '/developers/weaviate/configuration/compression/pq-compression', + from: '/developers/weaviate/configuration/pq-compression', + }, + + { + to: '/developers/weaviate/configuration/compression/bq-compression', + from: '/developers/weaviate/configuration/bq-compression', + }, { to: '/developers/weaviate/manage-data/collections', diff --git a/src/components/Platform/SafetyTypes/index.jsx b/src/components/Platform/SafetyTypes/index.jsx index 9bcd25d77..915bab114 100644 --- a/src/components/Platform/SafetyTypes/index.jsx +++ b/src/components/Platform/SafetyTypes/index.jsx @@ -121,7 +121,7 @@ export default function SafetyTypes() {

    Learn more From 6b0e74260fb0832a615897249e44e0ddf69c9507 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Tue, 9 Jul 2024 17:34:52 -0400 Subject: [PATCH 07/30] DR-502 docs default maxConnections (#2304) --- .../code/schema.things.create.elaborate.mdx | 8 +++---- blog/2023-11-21-rag-evaluation/index.mdx | 24 +++++++++---------- .../_core-1-26-include.mdx | 9 +++++-- .../academy/py/vector_index/200_hnsw.mdx | 3 +-- .../10_data_structure.mdx | 2 +- .../_snippets/40_import_example_1.py | 2 +- developers/weaviate/concepts/indexing.md | 2 +- developers/weaviate/concepts/resources.md | 2 +- .../config-refs/schema/vector-index.md | 4 ++-- developers/weaviate/starter-guides/schema.md | 2 +- developers/weaviate/tutorials/modules.md | 2 +- 11 files changed, 32 insertions(+), 28 deletions(-) diff --git a/_includes/code/schema.things.create.elaborate.mdx b/_includes/code/schema.things.create.elaborate.mdx index 63f3e85b1..41cf59a64 100644 --- a/_includes/code/schema.things.create.elaborate.mdx +++ b/_includes/code/schema.things.create.elaborate.mdx @@ -28,7 +28,7 @@ class_obj = { "vectorIndexConfig": { "distance": "cosine", "efConstruction": 128, - "maxConnections": 64 + "maxConnections": 32 }, "vectorizer": "text2vec-contextionary", "moduleConfig": { @@ -107,7 +107,7 @@ const classObj = { vectorIndexConfig: { distance: 'cosine', efConstruction: 128, - maxConnections: 64, + maxConnections: 32, }, vectorizer: 'text2vec-contextionary', moduleConfig: { @@ -282,7 +282,7 @@ public class App { .distance("cosine") .cleanupIntervalSeconds(300) .efConstruction(128) - .maxConnections(64) + .maxConnections(32) .vectorCacheMaxObjects(500000) .ef(-1) .skip(false) @@ -354,7 +354,7 @@ curl \ "vectorIndexConfig": { "distance": "cosine", "efConstruction": 128, - "maxConnections": 64 + "maxConnections": 32 }, "vectorizer": "text2vec-contextionary", "moduleConfig": { diff --git a/blog/2023-11-21-rag-evaluation/index.mdx b/blog/2023-11-21-rag-evaluation/index.mdx index 0af9214a6..f79094d7c 100644 --- a/blog/2023-11-21-rag-evaluation/index.mdx +++ b/blog/2023-11-21-rag-evaluation/index.mdx @@ -11,7 +11,7 @@ description: "Learn about new trends in RAG evaluation and the current state of -Retrieval Augmented Generation (RAG) is picking up steam as one of the most popular applications of Large Language Models and Vector Databases. RAG is the process of augmenting inputs to a Large Language Model (LLM) with context retrieved from a vector database, like [Weaviate](https://weaviate.io/). RAG applications are commonly used for chatbots and question-answering systems. +Retrieval Augmented Generation (RAG) is picking up steam as one of the most popular applications of Large Language Models and Vector Databases. RAG is the process of augmenting inputs to a Large Language Model (LLM) with context retrieved from a vector database, like [Weaviate](https://weaviate.io/). RAG applications are commonly used for chatbots and question-answering systems. Like any engineering system, evaluating performance is crucial to the development of RAG applications. The RAG pipeline is broken down into three components: 1. Indexing, 2. Retrieval, and 3. Generation. RAG Evaluation is tricky because of the series of interacting components and the strain of collecting test data. This article will present an exciting development in using LLMs to produce evaluations and the state of RAG components. @@ -31,7 +31,7 @@ The most common technique pioneered by frameworks, like [Ragas](https://docs.rag ![RAG-evaluation](img/rag-eval.png) -There are three major opportunities for tuning Zero-Shot LLM Evaluation: 1. the design of the metrics such as precision, recall, or nDCG, 2. the exact language of these prompts, and 3. the language model used for evaluation, such as GPT-4, Coral, Llama-2, Mistral, and many others. +There are three major opportunities for tuning Zero-Shot LLM Evaluation: 1. the design of the metrics such as precision, recall, or nDCG, 2. the exact language of these prompts, and 3. the language model used for evaluation, such as GPT-4, Coral, Llama-2, Mistral, and many others. At the time of writing this blog post, people are mainly curious on the cost of evaluation using an LLM. Let’s use GPT-4 as an example to see the cost of evaluating 10 search results, assuming 500 tokens per result and 100 tokens for the query and instructions, totaling roughly 6,000 tokens per LLM call to make the napkin math easier. Then assuming a rate of $0.005 per 1K tokens, this would cost $3 to evaluate 100 queries. The adoption of Zero-Shot LLM Evaluation from frameworks like Ragas is widely spreading. This has led to people questioning whether a Few-Shot LLM Evaluation is necessary. Due to its “good enough” status on the tipping scale, Zero-Shot LLM Evaluation may be all that is needed to be a north star for RAG system tuning. Shown below, the RAGAS score is made up of 4 prompts for Zero-Shot LLMs that evaluate the 2 metrics for generation, **Faithfulness** and **Answer Relevancy**, as well as 2 metrics for retrieval, **Context Precision** and **Context Recall**. @@ -43,11 +43,11 @@ The transition from Zero-Shot to Few-Shot LLM Evaluation is quite straightforwar For example, adding 5 examples of human relevance ratings, we add 30,000 tokens to the prompt. Assuming the same cost as above, we 5x our cost to evaluate 100 queries from $3 to $15. Note this is a toy example and not based on the real pricing models of LLMs. A key consideration here is that adding few-shot examples may require longer context models, which are currently priced higher than smaller input LLMs. -This is already a very attractive price for producing an LLM Evaluation with Zero-Shot or Few-Shot inference, but further research suggests that the price of LLM evaluation can be further reduced with Knowledge Distillation training algorithms. This describes taking an LLM, using it to generate training data for the task of evaluation and then fine-tuning it into a smaller model. +This is already a very attractive price for producing an LLM Evaluation with Zero-Shot or Few-Shot inference, but further research suggests that the price of LLM evaluation can be further reduced with Knowledge Distillation training algorithms. This describes taking an LLM, using it to generate training data for the task of evaluation and then fine-tuning it into a smaller model. -In [ARES](https://arxiv.org/abs/2311.09476): An Automated Evaluation Framework for Retrieval-Augmented Generation Systems, Saad-Falcon et al. found that training your own LLM evaluator can have a better performance than zero-shot prompting. To begin, “ARES requires three inputs for the pipeline: a set of passages from the target corpus, a human preference validation set of 150 annotated datapoints or more, and five few-shot examples of in-domain queries.” ARES then uses the few-shot examples of queries to generate a large dataset of synthetic queries. These queries are then filtered using the roundtrip consistency principle: Can we retrieve the document that produced the synthetic query when searching with the synthetic query? In addition to the positive chunk that was used to create the synthetic query, ARES adds weak negatives by randomly sampling other chunks from other documents in the corpus and strong negatives by either looking for a chunk in the same document as the one used to produce the query, or if unavailable, using one of the top-10 results from a BM25 query. Now armed with queries, answers, gold documents, and negatives, ARES fine-tunes lightweight classifiers for **context relevance**, **answer faithfulness**, and **answer relevance**. +In [ARES](https://arxiv.org/abs/2311.09476): An Automated Evaluation Framework for Retrieval-Augmented Generation Systems, Saad-Falcon et al. found that training your own LLM evaluator can have a better performance than zero-shot prompting. To begin, “ARES requires three inputs for the pipeline: a set of passages from the target corpus, a human preference validation set of 150 annotated datapoints or more, and five few-shot examples of in-domain queries.” ARES then uses the few-shot examples of queries to generate a large dataset of synthetic queries. These queries are then filtered using the roundtrip consistency principle: Can we retrieve the document that produced the synthetic query when searching with the synthetic query? In addition to the positive chunk that was used to create the synthetic query, ARES adds weak negatives by randomly sampling other chunks from other documents in the corpus and strong negatives by either looking for a chunk in the same document as the one used to produce the query, or if unavailable, using one of the top-10 results from a BM25 query. Now armed with queries, answers, gold documents, and negatives, ARES fine-tunes lightweight classifiers for **context relevance**, **answer faithfulness**, and **answer relevance**. -The authors experiment with fine-tuning [DeBERTa-v3-large](https://huggingface.co/microsoft/deberta-v3-large), which contains a more economical 437 million parameters, with each classifier head sharing the base language model, adding 3 total classification heads. The ARES system is then evaluated by dividing the synthetic data into a train-test split and comparing the fine-tuned judges with zero-shot and few-shot GPT-3.5-turbo-16k judges, finding that the fine-tuned models perform significantly better. For further details, such as a novel use of confidence intervals with prediction powered inference (PPI) and more experimental details, please see the paper from [Saad-Falcon et al](https://arxiv.org/abs/2311.09476). +The authors experiment with fine-tuning [DeBERTa-v3-large](https://huggingface.co/microsoft/deberta-v3-large), which contains a more economical 437 million parameters, with each classifier head sharing the base language model, adding 3 total classification heads. The ARES system is then evaluated by dividing the synthetic data into a train-test split and comparing the fine-tuned judges with zero-shot and few-shot GPT-3.5-turbo-16k judges, finding that the fine-tuned models perform significantly better. For further details, such as a novel use of confidence intervals with prediction powered inference (PPI) and more experimental details, please see the paper from [Saad-Falcon et al](https://arxiv.org/abs/2311.09476). To better understand the potential impact of LLMs for evaluation, we will continue with a tour of the existing methods for benchmarking RAG systems and how they are particularly changed with LLM Evaluation. @@ -57,13 +57,13 @@ We are presenting RAG metrics from a top-down view from generation, to retrieval Another reason to present RAG Metrics from a top-down view is because errors from Indexing will bubble up to Search and then Generation, but errors in Generation (as we have defined the stack) have no impact on errors in Indexing. In the current state of RAG evaluation, it is uncommon to evaluate the RAG stack end-to-end, rather **oracle context**, or **controlled distractors** (such as the Lost in the Middle experiments) are assumed when determining faithfulness and answer relevancy in generation. Similarly, embeddings are typically evaluated with brute force indexing that doesn’t account for approximate nearest neighbor errors. Approximate nearest neighbor errors are typically measured by finding pareto-optimal points that trade off accuracy with queries per second and recall, ANN recall being the ground truth nearest neighbors to a query, rather than documents labeled as “relevant” to the query. ### Generation Metrics -The overall goal of a RAG application is to have a helpful output that uses the retrieved context for support. The evaluation must consider that the output has used the context without directly taking it from the source, avoiding redundant information, as well as preventing incomplete answers. To score the output, there needs to be a metric that covers each criteria. +The overall goal of a RAG application is to have a helpful output that uses the retrieved context for support. The evaluation must consider that the output has used the context without directly taking it from the source, avoiding redundant information, as well as preventing incomplete answers. To score the output, there needs to be a metric that covers each criteria. -[Ragas](https://docs.ragas.io/en/latest/concepts/metrics/index.html#ragas-metrics) introduced two scores to measure the performance of an LLM output: faithfulness and answer relevancy. [Faithfulness](https://docs.ragas.io/en/latest/concepts/metrics/faithfulness.html) observes how factually correct the answer is based on the retrieved context. [Answer relevance](https://docs.ragas.io/en/latest/concepts/metrics/answer_relevance.html) determines how relevant the answer is given the question. An answer can have a high faithfulness score, but a low answer relevance score. For example, a faithful response is one that copies the context verbatim, however, that would result in a low answer relevance. The answer relevance score is penalized when an answer lacks completeness or has duplicate information. +[Ragas](https://docs.ragas.io/en/latest/concepts/metrics/index.html#ragas-metrics) introduced two scores to measure the performance of an LLM output: faithfulness and answer relevancy. [Faithfulness](https://docs.ragas.io/en/latest/concepts/metrics/faithfulness.html) observes how factually correct the answer is based on the retrieved context. [Answer relevance](https://docs.ragas.io/en/latest/concepts/metrics/answer_relevance.html) determines how relevant the answer is given the question. An answer can have a high faithfulness score, but a low answer relevance score. For example, a faithful response is one that copies the context verbatim, however, that would result in a low answer relevance. The answer relevance score is penalized when an answer lacks completeness or has duplicate information. In 2020, Google released [Meena](https://blog.research.google/2020/01/towards-conversational-agent-that-can.html), a conversational agent. The goal of Meena was to show that it can have **sensible** and **specific** conversations. To measure the performance of the open-domain chatbots, they introduced the Sensibleness and Specificity Average (SSA) evaluation metrics. The bot’s response was measured by its sensibleness, meaning it needed to make sense in context and be specific (specificity average). This ensures the output is comprehensive without being too vague. Back in 2020, this required humans to have conversations with the chatbot and manually assign these ratings. -While it is good to avoid vague responses, it is equally important to avoid the LLM from **hallucinating**. Hallucination refers to the LLM generating a response that is not grounded in actual facts or the provided context. [LlamaIndex](https://docs.llamaindex.ai/en/latest/examples/evaluation/faithfulness_eval.html) measures this with a `FaithfulnessEvaluator` metric. The score is based on whether the response matches the retrieved context. +While it is good to avoid vague responses, it is equally important to avoid the LLM from **hallucinating**. Hallucination refers to the LLM generating a response that is not grounded in actual facts or the provided context. [LlamaIndex](https://docs.llamaindex.ai/en/latest/examples/evaluation/faithfulness_eval.html) measures this with a `FaithfulnessEvaluator` metric. The score is based on whether the response matches the retrieved context. Determining whether a generated response is good or bad is dependent on a few metrics. You can have answers that are factual, but not relevant to the given query. Additionally, answers can be vague and miss out key contextual information to support the response. We will now go one step back through the pipeline and cover retrieval metrics. @@ -109,12 +109,12 @@ Chunking your data is an important step before inserting your data into Weaviate ![chunking](img/chunk.png) -### Retrieval +### Retrieval There are four major knobs to tune in Retrieval: Embedding models, Hybrid search weighting, whether to use AutoCut, and Re-ranker models. -Most RAG developers may instantly jump to tuning the embedding model used, such as OpenAI, Cohere, Voyager, Jina AI, Sentence Transformers, and many others! Developers also need to consider the dimensionality of the models and how it affects the PQ compression. +Most RAG developers may instantly jump to tuning the embedding model used, such as OpenAI, Cohere, Voyager, Jina AI, Sentence Transformers, and many others! Developers also need to consider the dimensionality of the models and how it affects the PQ compression. -The next key decision is how to weight the aggregation of sparse and dense retrieval methods in Hybrid Search. The weighting is based on the `alpha` parameter. An `alpha` of 0 is pure bm25 and an alpha of 1 is pure vector search. Therefore, the set `alpha` is dependent on your data and application. +The next key decision is how to weight the aggregation of sparse and dense retrieval methods in Hybrid Search. The weighting is based on the `alpha` parameter. An `alpha` of 0 is pure bm25 and an alpha of 1 is pure vector search. Therefore, the set `alpha` is dependent on your data and application. Another emerging development is the effectiveness of zero-shot re-ranking models. Weaviate currently offers 2 [re-ranking models from Cohere](https://weaviate.io/developers/weaviate/modules/retriever-vectorizer-modules/reranker-cohere): `rerank-english-v2.0` and `rerank-multilingual-v2.0`. As evidenced from the name, these models mostly differ because of the training data used and the resulting multilingual capabilities. In the future, we expect further optionality ablating the capacity of the model due to inherent trade-offs of performance and latency that may make sense for some applications but not others. Discovering jointly which capacity re-ranker is needed and how many retrieved results to re-rank is another challenge for tuning the knobs in retrieval. This is also one of the lowest hanging fruit opportunities for fine-tuning custom models in the RAG stack, which we will discuss further in “Tuning Orchestration”. @@ -156,7 +156,7 @@ Weaviate 1.22 introduces Async Indexing with corresponding node status APIs. Our Further, we may want to speed up testing by parallelizing resource allocation. For example, evaluating 4 embedding models at the same time. As discussed earlier, another interesting component to this is tuning chunking or other symbolic metadata that may come from our data importer. To paint the picture with an example, the Weaviate Verba dataset contains 3 folders of Weaviate `Blogs`, `Documentation`, and `Video` transcripts. If we want to ablate chunk sizes of 100 versus 300, it probably doesn’t make sense to re-invoke the web scraper. We instead may want to have another format, whether that be data stored in an S3 bucket or something else, that has the associated metadata with it, but provides a more economical way to experiment with this. On the other hand, we have model fine-tuning and continual learning with gradients, rather than data inserts or updates. The most common models used in RAG are embeddings, re-rankers, and of course, LLMs. Keeping machine learning models fresh with new data has been a longstanding focus of continual learning frameworks and MLops orchestration that manage the re-training and testing and deployment of new models. Starting with continual learning of LLMs, one of the biggest selling points of RAG systems is the ability to extend the “cut-off” date of the LLM’s knowledge base, keeping it up to date with your data. Can the LLM do this directly? We don’t believe it is clear what the interaction effect will be between continued training and keeping information fresh purely with RAG. Some research, such as MEMIT, experiments with updating facts such as “LeBron James plays basketball” to “LeBron James plays soccer” purely using causal mediation analysis of weight attribution. This is quite an advanced technique, and another opportunity could be simply tagging the chunks used in training such as “LeBron James plays basketball” and re-training with retrieval-augmented training data with the new information. This is a major area we are keeping an eye on. - + As mentioned earlier, we are also thinking of how to interface this kind of continual tuning directly into Weaviate with PQ centroids. The PQ centroids fit with the first K vectors that enter Weaviate may be impacted by a significant shift in the data distribution. The continual training of machine learning models has a notorious “catastrophic forgetting” problem where training on the newest batch of data harms performance on earlier batches of data. This is also something that we are considering with the design of re-fitting PQ centroids. ## From RAG to Agent Evaluation diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index b264ae91f..46fd477d8 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -12,6 +12,7 @@ Here are the release ⭐️*highlights*⭐️! - [**Async Python Implementation**](#async-python-implementation) - [**Scalar Quantization**](#scalar-quantization) - [**Dashboards for async indexes**](#dashboards-for-async-indexes) +- [**Additional changes**](#additional-changes) ## Improved Range Queries @@ -45,9 +46,13 @@ Cool stuff goes here Cool stuff goes here -## Other changes +## Additional changes -Starting in Helm chart version 17.0.1, constraints on module resources are commented out to improve performance. To constrain resources for specific modules, add the constraints in your `values.yaml` file. +- Starting in Helm chart version 17.0.1, constraints on module resources are commented out to improve performance. To constrain resources for specific modules, add the constraints in your `values.yaml` file. + +- The HNSW `maxConnections` value is updated. Instead of 64 connections, the HNSW graph now defaults to 32 connections. + + The lower value works better with modern ANN datasets that have high dimensionality. Testing shows that the QPS/recall curves improve with lower `maxConnections` values. The best values are in the 16-32 range, depending on dataset size. To improve target recall, `ef` can be increased. ## Summary diff --git a/developers/academy/py/vector_index/200_hnsw.mdx b/developers/academy/py/vector_index/200_hnsw.mdx index 6d561f756..3b7c1c0bc 100644 --- a/developers/academy/py/vector_index/200_hnsw.mdx +++ b/developers/academy/py/vector_index/200_hnsw.mdx @@ -100,7 +100,7 @@ The maximum number of connections between nodes (`maxConnections`) determine how A higher number of connections will allow for more accurate searches, but will also slow down searches, and require more memory. -The default value is `64`. Note that on the bottom layer of the graph each node can have up to (`2 * maxConnections`) connections. +The default value is `32`. Note that on the bottom layer of the graph each node can have up to (`2 * maxConnections`) connections. ### Dynamic list size @@ -193,4 +193,3 @@ There are more, advanced HNSW parameters that can be set in Weaviate. These are import DocsFeedback from '/_includes/docs-feedback.mdx'; - diff --git a/developers/academy/py/zero_to_mvp/103_schema_and_imports/10_data_structure.mdx b/developers/academy/py/zero_to_mvp/103_schema_and_imports/10_data_structure.mdx index e758b27bb..7ea9f97d4 100644 --- a/developers/academy/py/zero_to_mvp/103_schema_and_imports/10_data_structure.mdx +++ b/developers/academy/py/zero_to_mvp/103_schema_and_imports/10_data_structure.mdx @@ -151,7 +151,7 @@ Here is an example schema structure: "vectorIndexConfig": { "skip": false, "cleanupIntervalSeconds": 300, - "maxConnections": 64, + "maxConnections": 32, "efConstruction": 128, "ef": -1, "dynamicEfMin": 100, diff --git a/developers/academy/py/zero_to_mvp/103_schema_and_imports/_snippets/40_import_example_1.py b/developers/academy/py/zero_to_mvp/103_schema_and_imports/_snippets/40_import_example_1.py index d490ee8e3..dd692bf72 100644 --- a/developers/academy/py/zero_to_mvp/103_schema_and_imports/_snippets/40_import_example_1.py +++ b/developers/academy/py/zero_to_mvp/103_schema_and_imports/_snippets/40_import_example_1.py @@ -211,7 +211,7 @@ def test_class_addition(client_in): "vectorIndexConfig": { "skip": false, "cleanupIntervalSeconds": 300, - "maxConnections": 64, + "maxConnections": 32, "efConstruction": 128, "ef": -1, "dynamicEfMin": 100, diff --git a/developers/weaviate/concepts/indexing.md b/developers/weaviate/concepts/indexing.md index d4dd85137..0e7ae1fdc 100644 --- a/developers/weaviate/concepts/indexing.md +++ b/developers/weaviate/concepts/indexing.md @@ -41,7 +41,7 @@ _(note that we've removed some JSON that's irrelevant to the topic at hand)._ "skip": false, "cleanupIntervalSeconds": 300, "pq": {"enabled": False,} - "maxConnections": 64, + "maxConnections": 32, "efConstruction": 128, "ef": -1, "dynamicEfMin": 100, diff --git a/developers/weaviate/concepts/resources.md b/developers/weaviate/concepts/resources.md index 6af4c6faa..6b74daaf7 100644 --- a/developers/weaviate/concepts/resources.md +++ b/developers/weaviate/concepts/resources.md @@ -108,7 +108,7 @@ The following tactics can help to reduce Weaviate's memory usage: - **Reduce the number of `maxConnections` in your HNSW index settings**. Each object in memory has up to `maxConnections` connections. Each of those connections uses 8-10B of memory. To reduce the overall memory footprint, reduce `maxConnections`. -Reducing `maxConnections` adversely affects HNSW recall performance. To mitigate this effect,increase one or both of the `efConstruction` and `ef` parameters. +Reducing `maxConnections` adversely affects HNSW recall performance. To mitigate this effect, increase one or both of the `efConstruction` and `ef` parameters. - Increasing `efConstruction` increases import time without affecting query times. - Increasing `ef` increases query times without affecting import times. diff --git a/developers/weaviate/config-refs/schema/vector-index.md b/developers/weaviate/config-refs/schema/vector-index.md index 46a92136d..144b86ec1 100644 --- a/developers/weaviate/config-refs/schema/vector-index.md +++ b/developers/weaviate/config-refs/schema/vector-index.md @@ -51,7 +51,7 @@ Some HNSW parameters are mutable, but others cannot be modified after you create | `distance` | string | `cosine` | No | Distance metric. The metric that measures the distance between two arbitrary vectors. For available distance metrics, see [supported distance metrics](/developers/weaviate/config-refs/distances.md). | | `ef` | integer | -1 | Yes | Balance search speed and recall. `ef` is the size of the dynamic list that the HNSW uses during search. Search is more accurate when `ef` is higher, but it is also slower. `ef` values greater than 512 show diminishing improvements in recall.

    Dynamic `ef`. Weaviate automatically adjusts the `ef` value and creates a dynamic `ef` list when `ef` is set to -1. For more details, see [dynamic ef](../../concepts/vector-index.md#dynamic-ef). | | `efConstruction` | integer | 128 | No | Balance index search speed and build speed. A high `efConstruction` value means you can lower your `ef` settings, but importing is slower.

    `efConstruction` must be greater than 0. | -| `maxConnections` | integer | 64 | No | Maximum number of connections per element. `maxConnections` is the connection limit per layer for layers above the zero layer. The zero layer can have (2 * maxConnections) connections.

    `maxConnections` must be greater than 0. | +| `maxConnections` | integer | 32 | No | Maximum number of connections per element. `maxConnections` is the connection limit per layer for layers above the zero layer. The zero layer can have (2 * maxConnections) connections.

    `maxConnections` must be greater than 0. | | `dynamicEfMin` | integer | 100 | Yes | *New in `v1.10.0`.*

    Lower bound for [dynamic `ef`](../../concepts/vector-index.md#dynamic-ef). Protects against a creating search list that is too short.

    This setting is only used when `ef` is -1. | | `dynamicEfMax` | integer | 500 | Yes | *New in `v1.10.0`.*

    Upper bound for [dynamic `ef`](../../concepts/vector-index.md#dynamic-ef). Protects against creating a search list that is too long.

    If `dynamicEfMax` is higher than the limit, `dynamicEfMax` does not have any effect. In this case, `ef` is the limit.

    This setting is only used when `ef` is -1. | | `dynamicEfFactor` | integer | 8 | Yes | *New in `v1.10.0`.*

    Multiplier for [dynamic `ef`](../../concepts/vector-index.md#dynamic-ef). Sets the potential length of the search list.

    This setting is only used when `ef` is -1. | @@ -115,7 +115,7 @@ This is a sample of collection that shows the [data schema](/developers/weaviate "skip": false, "ef": 100, "efConstruction": 128, - "maxConnections": 64, + "maxConnections": 32, } } ``` --> diff --git a/developers/weaviate/starter-guides/schema.md b/developers/weaviate/starter-guides/schema.md index c90354329..7f857ff3e 100644 --- a/developers/weaviate/starter-guides/schema.md +++ b/developers/weaviate/starter-guides/schema.md @@ -127,7 +127,7 @@ Note: results will vary depending on your client library. "vectorIndexConfig": { "skip": false, "cleanupIntervalSeconds": 300, - "maxConnections": 64, + "maxConnections": 32, "efConstruction": 128, "ef": -1, "dynamicEfMin": 100, diff --git a/developers/weaviate/tutorials/modules.md b/developers/weaviate/tutorials/modules.md index 9b14e4091..f544c0afe 100644 --- a/developers/weaviate/tutorials/modules.md +++ b/developers/weaviate/tutorials/modules.md @@ -250,7 +250,7 @@ You will see that the class and property names are not indexed, but the article "vectorIndexConfig": { "skip": false, "cleanupIntervalSeconds": 300, - "maxConnections": 64, + "maxConnections": 32, "efConstruction": 128, "ef": -1, "dynamicEfMin": 100, From fc8706fe77553d1622e1180646a2a97dcb4d9b5e Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Thu, 11 Jul 2024 21:20:43 -0400 Subject: [PATCH 08/30] DR-476 blog async replication (#2324) * DR-476 blog async replication * length --- .../_core-1-26-include.mdx | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 46fd477d8..d30e5f41b 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -20,7 +20,17 @@ Cool stuff goes here ## Async Replication -Cool stuff goes here +Data consistency is an important consideration for multi-node clusters. Weaviate v1.18 introduces a [repair-on-read](https://weaviate.io/blog/weaviate-1-18-release#repair-on-read) feature that finds and fixes problems at read time. The current release adds another powerful tool, async replication. Async replication works in the background, checking and updating your data to keep it consistent. + +In Weaviate, consistency has two components - schema consistency and object consistency. The [Raft](https://raft.github.io/) algorithm ensures strongly consistent schema replication. Data objects on the other hand, are eventually consistent. This means all nodes eventually contain the same data, but at a given point in time some nodes may be out of sync. + +Eventual consistency is a trade-off that helps to ensure high availability, but at the risk of occasionally serving stale data. + +Asynch replication address this risk and minimizes it. The aysnch replication mechanism uses an efficient algorithm to monitor and compare nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. + +Async replication is much more effective than repair-on-read when there are many inconsistencies. If, for example, an offline node misses a series of updates, async replication quickly restores consistency when the node returns to service. + +Read more. TODO-LINK ## Module improvements From 0c574e9e7cfd1ca4b78657cab98b3f7c209047f2 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Fri, 12 Jul 2024 00:30:04 -0400 Subject: [PATCH 09/30] DR-490 docs dashboards for async (#2325) * DR-471 v1.26 release tasks * DR-471 v1.26 release tasks * DR-474 create blog post skeleton (#2253) * DR-474 create blog release notes skeleton * bold city * include * include not showing up * solved * Refesh (#2294) * Webinars Update (#2272) * Update * Blog Update * Minor fixes iosblog (#2275) * fix dates, title, linkedIn and twitter links * Webinars Update (#2272) (#2274) * Update * Blog Update Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> --------- Co-authored-by: AJ Chan Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> * Update docusaurus.config.js (#2277) * People Update (#2278) * Episode Update (#2279) * Add `Kagome` Korean tokenizer docs (#2281) * Draft Kagome tokenizer docs * Add 'USE_GSE' * add tokenization examples * Update kagome available version * 20240705 update banner (#2284) * Draft banner * Update time * add many shot ICL paper (#2285) * CTA Update (#2286) * DR-521 release py4.6.6 core1.25.7 (#2283) * Correct version links (#2287) * DR-522 align section names with semantic naming (#2288) * DR-522 align section names with semantic naming * DR-522 align section names with semantic naming * staging * staging * redirects * add axn paper (#2289) * add axn paper * Update index.mdx * Title Update (#2290) * Fix version include (#2291) --------- Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan * DR-523 blog helm changes (#2295) * DR-489 docs scalar quantization (#2296) * DR-489 sq compression * redirects * old links * links * clean up * clean up * multi-vector * background * background * staging * pause * py clients * ts client * not yet supported * DR-502 docs default maxConnections (#2304) * DR-490 docs dashboards for async * image * alt ttxt --------- Co-authored-by: JP Hwang Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan --- .../weaviate-sample-dashboard-async-queue.png | Bin 0 -> 410449 bytes .../weaviate/configuration/monitoring.md | 21 +++++++++++++----- 2 files changed, 16 insertions(+), 5 deletions(-) create mode 100644 developers/weaviate/configuration/img/weaviate-sample-dashboard-async-queue.png diff --git a/developers/weaviate/configuration/img/weaviate-sample-dashboard-async-queue.png b/developers/weaviate/configuration/img/weaviate-sample-dashboard-async-queue.png new file mode 100644 index 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zfL2)jU)=lOR@lF-upbuuZ!3)DJHPVEU-G)O_$V{*{@V%zZd3f*3j4nR758r|Y}I#u z<(0qWb-%>B-}~FYt*}+v@oy{a{}|7|t+2nq=2u?%b6)ok6|=tvvxxn_t*{@-`@gNQ qztu4QZH4`nHVtk{I{= Date: Fri, 12 Jul 2024 01:00:08 -0400 Subject: [PATCH 10/30] DR-482 blog dashboards for async indexes (#2326) * DR-482 blog dashboards * staging --- .../2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index d30e5f41b..b55cac987 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -54,7 +54,11 @@ Cool stuff goes here ## Dashboards for async indexes -Cool stuff goes here +Weaviate gathers metrics that are compatible with the open-source [Prometheus](https://prometheus.io/docs/introduction/overview/) monitoring and alerting system. The v1.26 Weaviate release adds [new metrics](/developers/weaviate/configuration/monitoring) that monitor aysnc indexing queues. + +Use these metrics with Prometheus and [Grafana](https://grafana.com/docs/) to monitor your Weaviate instance. + +If you don't see a metric that you need, you can extend Weaviate to add new metrics. To suggest a new metric, or to get started writing your own, see the [contributor guide](/developers/contributor-guide). ## Additional changes From e8741f78d025e78545036993b80f4fa8d4141bf7 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Fri, 12 Jul 2024 18:51:06 -0400 Subject: [PATCH 11/30] DR-484 docs async replication (#2309) * replication * DR-484 docs async repairs * types * basic * code examples * staging * wording * shorten * blog link --- .../configuration/replication-consistency.mdx | 72 +++++++++++++++++++ .../code/howto/manage-data.collections-v2.ts | 26 +++++++ .../code/howto/manage-data.collections-v3.py | 27 +++++++ .../code/howto/manage-data.collections.py | 33 +++++++++ .../code/howto/manage-data.collections.ts | 27 +++++++ .../consistency-repair-intro.mdx | 3 + .../index.mdx | 2 +- .../_core-1-26-include.mdx | 4 +- .../replication-architecture/consistency.md | 62 +++++++++++----- .../weaviate/configuration/replication.md | 28 +++++--- 10 files changed, 253 insertions(+), 31 deletions(-) create mode 100644 _includes/code/configuration/replication-consistency.mdx create mode 100644 _includes/configuration/consistency-repair-intro.mdx diff --git a/_includes/code/configuration/replication-consistency.mdx b/_includes/code/configuration/replication-consistency.mdx new file mode 100644 index 000000000..917c78c82 --- /dev/null +++ b/_includes/code/configuration/replication-consistency.mdx @@ -0,0 +1,72 @@ +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import PyCode from '!!raw-loader!/_includes/code/howto/manage-data.collections.py'; +import PyCodeV3 from '!!raw-loader!/_includes/code/howto/manage-data.collections-v3.py'; +import TSCode from '!!raw-loader!/_includes/code/howto/manage-data.collections.ts'; +import TSCodeLegacy from '!!raw-loader!/_includes/code/howto/manage-data.collections-v2.ts'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; + + + + + + + + + + + + + + + + + + + + +```bash +curl \ +-X POST \ +-H "Content-Type: application/json" \ +-d '{ + "class": "Article", + "properties": [ + { + "dataType": [ + "string" + ], + "description": "Title of the article", + "name": "title" + } + ], + "replicationConfig": { + "factor": 3, + "asyncEnabled": true + } +}' \ +http://localhost:8080/v1/schema +``` + + + diff --git a/_includes/code/howto/manage-data.collections-v2.ts b/_includes/code/howto/manage-data.collections-v2.ts index 149fc88fd..c7170048b 100644 --- a/_includes/code/howto/manage-data.collections-v2.ts +++ b/_includes/code/howto/manage-data.collections-v2.ts @@ -532,6 +532,32 @@ result = await client.schema // Test assert.equal(result.replicationConfig.factor, 3); + +// ======================= +// ===== AsyncRepair ===== +// ======================= + +// START AsyncRepair +const classWithReplication = { + class: 'Article', + // highlight-start + replicationConfig: { + factor: 3, + asyncEnabled: true, + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithReplication) + .do(); +// END AsyncRepair + +// TODO NEEDS TEST + + // ==================== // ===== SHARDING ===== // ==================== diff --git a/_includes/code/howto/manage-data.collections-v3.py b/_includes/code/howto/manage-data.collections-v3.py index 6ef9fe9fd..cc6f436bc 100644 --- a/_includes/code/howto/manage-data.collections-v3.py +++ b/_includes/code/howto/manage-data.collections-v3.py @@ -407,6 +407,33 @@ # Delete the class to recreate it client.schema.delete_class(class_name) + +# ======================= +# ===== ASYNC REPAIR ==== +# ======================= + +# START AsyncRepair +class_obj = { + "class": "Article", + # highlight-start + "replicationConfig": { + "factor": 3, + "aysnc_enabled": True + }, + # highlight-end +} + +client.schema.create_class(class_obj) +# END AsyncRepair + +# Test +result = client.schema.get(class_name) +assert result["replicationConfig"]["factor"] == 3 + +# Delete the class to recreate it +client.schema.delete_class(class_name) + + # ==================== # ===== SHARDING ===== # ==================== diff --git a/_includes/code/howto/manage-data.collections.py b/_includes/code/howto/manage-data.collections.py index 8b74d8dec..103c1bb4b 100644 --- a/_includes/code/howto/manage-data.collections.py +++ b/_includes/code/howto/manage-data.collections.py @@ -426,6 +426,39 @@ client.close() +# ======================= +# ===== ASYNC REPAIR ==== +# ======================= + +# Connect to a setting with 3 replicas +client = weaviate.connect_to_local( + port=8180 # Port for demo setup with 3 replicas +) + +# Clean slate +client.collections.delete("Article") + +# START AsyncRepair +from weaviate.classes.config import Configure + +client.collections.create( + "Article", + # highlight-start + replication_config=Configure.replication( + factor=3, + async_enabled=True, + ) + # highlight-end +) +# END AsyncRepair + +# Test +collection = client.collections.get("Article") +config = collection.config.get() +# assert config.replication_config.factor == 3 #ASYNC NEEDS TEST + +client.close() + # ==================== # ===== SHARDING ===== # ==================== diff --git a/_includes/code/howto/manage-data.collections.ts b/_includes/code/howto/manage-data.collections.ts index eae94d174..e4bfb0ac4 100644 --- a/_includes/code/howto/manage-data.collections.ts +++ b/_includes/code/howto/manage-data.collections.ts @@ -512,6 +512,33 @@ await client.collections.create({ // Test assert.equal(result.replicationConfig.factor, 3); + +// ======================= +// ===== Async Repair ==== +// ======================= + +/* +// START AsyncRepair +import { configure } from 'weaviate-client'; + +// END AsyncRepair +*/ + +// START AsyncRepair +await client.collections.create({ + name: 'Article', + // highlight-start + replication: configure.replication({ + factor: 3, + asyncEnabled: true, + }), + // highlight-end +}) +// END AsyncRepair + +// Test +// TODO NEEDS TEST assert.equal(result.replicationConfig.factor, 3); + // ==================== // ===== SHARDING ===== // ==================== diff --git a/_includes/configuration/consistency-repair-intro.mdx b/_includes/configuration/consistency-repair-intro.mdx new file mode 100644 index 000000000..420cbb7ea --- /dev/null +++ b/_includes/configuration/consistency-repair-intro.mdx @@ -0,0 +1,3 @@ +When Weaviate detects inconsistent data across nodes, it attempts to repair the out of sync nodes. + +Starting in v1.26, Weaviate adds [async replication](/developers/weaviate/concepts/replication-architecture/consistency#asynchronous-repair) to proactively detect inconsistencies. In earlier versions, Weaviate uses a [repair-on-read](/developers/weaviate/concepts/replication-architecture/consistency#repair-on-read) strategy to repair inconsistencies at read time. diff --git a/blog/2023-11-30-zero-downtime-upgrades/index.mdx b/blog/2023-11-30-zero-downtime-upgrades/index.mdx index 8ab455796..f71cd9c02 100644 --- a/blog/2023-11-30-zero-downtime-upgrades/index.mdx +++ b/blog/2023-11-30-zero-downtime-upgrades/index.mdx @@ -251,7 +251,7 @@ This means that a replication factor of 3 leads to the cluster essentially handl Another challenge is that any write request that comes in while any nodes are down will be temporarily missing on that node for a while. This will be repaired in time through a read-repair that [happens automatically in the background](/developers/weaviate/concepts/replication-architecture/consistency#repairs). :::note Proposed feature -To reduce the length of this time, there is a proposed feature to proactively start repairing those inconsistencies (i.e. perform asynchronous replication). If this is important, please [upvote the feature here](https://github.com/weaviate/weaviate/issues/2405). +To reduce the length of this time, there is a proposed feature to proactively start repairing those inconsistencies (i.e. perform async replication). If this is important, please [upvote the feature here](https://github.com/weaviate/weaviate/issues/2405). ::: But we think that the cost of high availability is worth these prices. We take system availability seriously, and architect Weaviate according to this philosophy. This is one of the reasons that we use [leaderless replication](/developers/weaviate/concepts/replication-architecture/cluster-architecture#data-replication-leaderless), and why replication in the first place is so important to us - because it enables our users to have robust systems on which they can rely. diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index b55cac987..1925f7bc9 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -20,13 +20,13 @@ Cool stuff goes here ## Async Replication -Data consistency is an important consideration for multi-node clusters. Weaviate v1.18 introduces a [repair-on-read](https://weaviate.io/blog/weaviate-1-18-release#repair-on-read) feature that finds and fixes problems at read time. The current release adds another powerful tool, async replication. Async replication works in the background, checking and updating your data to keep it consistent. +Data consistency is an important consideration for multi-node clusters. Weaviate v1.18 introduces a [repair-on-read](https://weaviate.io/blog/weaviate-1-18-release#repair-on-read) feature that finds and fixes problems at read time. The current release adds another powerful tool, async replication. [Async replication](/developers/weaviate/concepts/replication-architecture/consistency#async-replication) works in the background, checking and updating your data to keep it consistent. In Weaviate, consistency has two components - schema consistency and object consistency. The [Raft](https://raft.github.io/) algorithm ensures strongly consistent schema replication. Data objects on the other hand, are eventually consistent. This means all nodes eventually contain the same data, but at a given point in time some nodes may be out of sync. Eventual consistency is a trade-off that helps to ensure high availability, but at the risk of occasionally serving stale data. -Asynch replication address this risk and minimizes it. The aysnch replication mechanism uses an efficient algorithm to monitor and compare nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. +Asynch replication addresses this risk and minimizes it. The aysnch replication mechanism uses an efficient algorithm to monitor and compare nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. Async replication is much more effective than repair-on-read when there are many inconsistencies. If, for example, an offline node misses a series of updates, async replication quickly restores consistency when the node returns to service. diff --git a/developers/weaviate/concepts/replication-architecture/consistency.md b/developers/weaviate/concepts/replication-architecture/consistency.md index f3ecb7c8f..e56436187 100644 --- a/developers/weaviate/concepts/replication-architecture/consistency.md +++ b/developers/weaviate/concepts/replication-architecture/consistency.md @@ -5,13 +5,15 @@ image: og/docs/concepts.jpg # tags: ['architecture'] --- -Data consistency is a property of a database that refers to whether data in different nodes do or do not match. +Data consistency is a property of distributed databases. Data is consistent when the data that is distributed across multiple nodes is the same on all of the nodes. Data consistency is an important consideration for multi-node clusters. -Schema consistency is extremely important, as the schema defines the structure, or the blueprint, of the data. For this reason, Weaviate uses a strong consistency protocol and [Raft](https://raft.github.io/) consensus algorithm for schema replication. +In Weaviate data consistency has two components, schema consistency and data object consistency. -Data objects, on the other hand, are eventually consistent, which means that all nodes will eventually contain the most updated data if the data is not updated for a while. Weaviate uses a leaderless design with eventual consistency for data replication. +The schema defines the structure, or the blueprint, of the data. Weaviate uses a strong consistency protocol and the [Raft](https://raft.github.io/) consensus algorithm for schema replication. -This difference reflects the trade-off inherent in consistency and availability, as described in the [CAP Theorem](./index.md#cap-theorem). In Weaviate, data consistency is tunable, so it's up to you how you make the trade-off between A and C. +Data objects, on the other hand, are eventually consistent. This means all nodes eventually contain the same data, but at a given point in time some nodes may be out of sync. Unlike Raft, Weaviate uses a leaderless design with eventual consistency guarantees for data replication. + +The different designs reflect the trade-off between consistency and availability that is described in the [CAP Theorem](./index.md#cap-theorem). In Weaviate, data consistency is tunable, so it's up to you how you make the trade-off between A and C. The strength of consistency can be determined by applying the following conditions: * If r + w > n, then the system is strongly consistent. @@ -20,7 +22,6 @@ The strength of consistency can be determined by applying the following conditio * n is the replication factor (number of replicas) * If r + w <= n, then eventual consistency is the best that can be reached in this scenario. - ## Schema The data schema in Weaviate is **strongly consistent**. Once you use Weaviate, the data schema is rarely changed. From a user's perspective, it is acceptable that the latency for updating a schema is a bit higher than querying and updating data. By a 'slow' schema update, Weaviate can ensure consistency because it disallows multiple schema changes at the same time. @@ -41,7 +42,6 @@ A clean (without fails) execution has two phases: 1. The commit-request phase (or voting phase), in which a coordinator node asks each node whether they are able to receive and process the update. 2. The commit phase, in which the coordinator commits the changes to the nodes. - ## Data objects Data objects in Weaviate have **eventual consistency**, which means that all nodes will eventually contain the most updated data if the data is not updated for a while. It might happen that after a data update, not all nodes are updated yet, but there is a guarantee that all nodes will be up-to-date after some time. Weaviate uses two-phase commits for objects as well, adjusted for the consistency level. For example for a `QUORUM` write (see below), if there are 5 nodes, 3 requests will be sent out, each of them using a 2-phase commit under the hood. @@ -52,7 +52,7 @@ Eventual consistency provides BASE semantics: * **Soft-state**: there are no consistency guarantees since updates might not yet have converged * **Eventually consistent**: if the system functions long enough, after some writes, all nodes will be consistent. -Eventual consistency is chosen over strong consistency, to ensure high availability. Nevertheless, write and read consistency are tunable, so you have some influence on the tradeoff between availability and consistency. +Weaviate uses eventual consistency to help ensure high availability. Read and write consistency are tunable, so you can tradeoff between availability and consistency to match your application needs. *The animation below is an example of how a write or a read is performed with Weaviate with a replication factor of 3 and 8 nodes. The blue node acts as coordinator node. The consistency level is set to `QUORUM`, so the coordinator node only waits for two out of three responses before sending the result back to the client.* @@ -114,13 +114,11 @@ Examples:

    Write consistency QUORUM

    - * **ALL**
    In a single datacenter with a replication factor of 3 and a read consistency level of `ALL`, the coordinator node will wait for all 3 replicas nodes to return a response.

    Write consistency ALL

    - ### Tunable consistency strategies Depending on the desired tradeoff between consistency and speed, below are three common consistency level pairings for write / read operations. These are _minimum_ requirements that guarantee eventually consistent data: @@ -130,26 +128,52 @@ Depending on the desired tradeoff between consistency and speed, below are three ## Repairs -Repairs can be executed by Weaviate in case of a discovered inconsistency. A scenario where a repair could be necessary is the following: The user writes with a consistency level of `ONE`. The node dies before it can contact some of the other nodes. The node comes back up with the latest data. Some other nodes may now be out of sync and need to be repaired. +import RepairIntro from '/_includes/configuration/consistency-repair-intro.mdx'; + + + +### Repair-on-read + +:::info Added in `v1.18` + +::: -Repairs happen in the background, for example when a read operation is done ("repair-on-read"), using a "last write wins" policy for conflict resolution. +If your read consistency is set to `All` or `Quorum`, the read coordinator can detect if the nodes in your cluster return different responses. When the coordinator detects a difference, it can attempt to repair the inconsistency. -When the replication coordinator node receives different versions of objects for a read request from the nodes in the replica set, that means that at least one node has old (stale) objects. The repair-on-read feature means that the coordinator node will update the affected node(s) with the latest version of the object(s). If a node was lacking an object entirely (e.g. because a create request was only handled by a subset of the nodes due to a network partition), the object will be replicated on that node. +| Problem | Action | +| :- | :- | +| Object never existed on some node. | Propagate the object to the noes where it is missing. | +| Object is out of date. | Update the object on stale nodes. | +| Object was deleted on some replicas. | Returns an error. Deletion may have failed, or the object may have been partially recreated. | -Consider a scenario in which a request to delete objects was only handled by a subset of nodes in the replica set. On the next read that involves such a deleted object, the replication coordinator may determine that some nodes are missing that object - i.e. it doesn’t exist on all replicas. `v1.18` introduces changes that enable the replication coordinator to determine the reason why an object was not found (i.e. it was deleted, or it never existed), along with the object itself. Thus, the coordinator can determine if the object: -* never existed in the first place (so it should be propagated to the other nodes), or -* was deleted from some replicas but still exists on others. In this latter case, the coordinator returns an error because it doesn’t know if the object has been created again after it was deleted, which would lead to propagating the deletion to cause data loss. +When Weaviate resyncs data, the replication process depends on the collection's write consistency guarantees. -An object that never existed will be propagated to the other nodes only if the object was queried with a _high enough_ consistency level, vs. the write consistency that was used to write the object: -* if write was `QUORUM`, the read consistency level can be >= `QUORUM` -* if the write was `ONE`, the object must be read with `ALL` to guarantee repair. This is because if only `ONE` node received the write request, then a `QUORUM` read request might only hit nodes that don't have the object, while an `ALL` request will reach that node as well. +| Write consistency level | Read consistency level | Action | +| :- | :- | +| `ONE` | `ALL` | Weaviate has to verify all nodes to guarantee repair. | +| `QUORUM` | `QUORUM` or ALL` | Weaviate attempts to fix the sync issues. | +| `ALL` | - | This situation should not occur. The write should have failed. | +Repairs only happen on read, so they do not create a lot of background overhead. However, an inconsistent state may persist for a long time until the nodes are read. While nodes are in an inconsistent state, searches may be unreliable and consistency `ONE` reads may return stale data. + +### Async replication + +:::info Added in `v1.26` + +::: + +Async replication runs in the background. It uses a Merkle tree algorithm to monitor and compare the state of nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. + +Repair-on-read works well with one or two isolated repairs. Async replication is effective in situations where there are many inconsistencies. For example, if an offline node misses a series of updates, async replication quickly restores consistency when the node returns to service. + +Async replication supplements the repair-on-read mechanism. If a node becomes inconsistent between sync checks, the repair-on-read mechanism catches the problem at read time. + +To activate async replication, set the `asyncEnabled` value to true in the `replicationConfig` section of your collection definition. ## Related pages - [API References | GraphQL | Get | Consistency Levels](../../api/graphql/get.md#consistency-levels) - [API References | REST | Objects](/developers/weaviate/api/rest#tag/objects) - ## Questions and feedback import DocsFeedback from '/_includes/docs-feedback.mdx'; diff --git a/developers/weaviate/configuration/replication.md b/developers/weaviate/configuration/replication.md index 59836baf9..593a392a6 100644 --- a/developers/weaviate/configuration/replication.md +++ b/developers/weaviate/configuration/replication.md @@ -5,9 +5,9 @@ image: og/docs/configuration.jpg # tags: ['configuration', 'operations', 'monitoring', 'observability'] --- -Weaviate instances can be replicated to increase availability and read throughput, and to enable zero-downtime upgrades. On this page, you will learn how to set replication for your Weaviate instance. +Weaviate instances can be replicated. Replication can improve read throughput, improve availability, and enable zero-downtime upgrades. -For more about how replication is designed and built in Weaviate, see the [Replication Architecture](../concepts/replication-architecture/index.md) pages. +For more details on how replication is designed and built in Weaviate, see [Replication Architecture](../concepts/replication-architecture/index.md). ## How to configure @@ -15,8 +15,9 @@ import RaftRFChangeWarning from '/_includes/1-25-replication-factor.mdx'; -Replication is disabled by default and can be enabled per data class in the [collection configuration](../manage-data/collections.mdx#replication-settings). This means you can set different replication factors per class in your dataset. To enable replication on a class, the replication factor has to be set, which looks like the following: +Replication is disabled by default. It can be enabled per collection in the [collection configuration](../manage-data/collections.mdx#replication-settings). This means you can set different replication factors per class in your dataset. +To enable replication, set the replication factor: ```yaml { @@ -37,20 +38,29 @@ Replication is disabled by default and can be enabled per data class in the [col } ``` -Here's an example for all clients: +The client code looks like this: import SchemaReplication from '/_includes/code/schema.things.create.replication.mdx'; -When you set this replication factor in the data schema before you add data, you will have 3 replicas of the data stored. Weaviate can also handle changing this setting after you imported the data. Then the data is copied to the new replica nodes (if there are enough nodes), but note that this is experimental and will be more stable in the future. +In this example, there are three replicas. If you set the replication factor before you import data, all of the data is replicated three times. -:::caution Note: -Changing the replication factor after adding data is an **experimental feature** as of v1.17 and will become more stable in the future. -::: +The replication factor can be modified after you add data to a collection. If you modify the replication factor afterwards, new data is copied across the new and pre-existing replica nodes. + +The example data schema has a [write consistency](../concepts/replication-architecture/consistency.md#tunable-write-consistency) level of `ALL`. When you upload or update a schema, the changes are sent to `ALL` nodes (via a coordinator node). The coordinator node waits for a successful acknowledgement from `ALL` nodes before sending a success message back to the client. This ensures a highly consistent schema in your distributed Weaviate setup. + +## Data consistency + +import RepairIntro from '/_includes/configuration/consistency-repair-intro.mdx'; + + + +Repair-on-read is automatic. To activate asynch replication, set the `asyncEnabled` value to true in the `replicationConfig` section of your collection definition. -The data schema has a [write consistency level](../concepts/replication-architecture/consistency.md#tunable-write-consistency) of `ALL`, which means when you upload or update a schema, this will be sent to `ALL` nodes (via a coordinator node). The coordinator node waits for a successful acknowledgement from `ALL` nodes before sending a success message back to the client. This ensures a highly consistent schema in your distributed Weaviate setup. +import AsynchRepair from '/_includes/code/configuration/replication-consistency.mdx'; + ## How to use: Queries From 1983c1f3f0862adb12b17800c5e044d354bf025d Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Fri, 12 Jul 2024 22:03:14 -0400 Subject: [PATCH 12/30] DR-483 docs improved range queries (#2330) * DR-483 docs improved range queries * DR-483 docs improved range queries * range page * py4 * py4 * chart --- _includes/code/indexes/indexes-v2.ts | 655 ++++++++++++++++++ _includes/code/indexes/indexes-v3.py | 41 ++ _includes/code/indexes/indexes-v3.ts | 57 ++ _includes/code/indexes/indexes-v4.py | 40 ++ developers/weaviate/concepts/indexing.md | 7 +- .../config-refs/schema/range-index.md | 66 ++ .../weaviate/more-resources/performance.md | 24 +- 7 files changed, 879 insertions(+), 11 deletions(-) create mode 100644 _includes/code/indexes/indexes-v2.ts create mode 100644 _includes/code/indexes/indexes-v3.py create mode 100644 _includes/code/indexes/indexes-v3.ts create mode 100644 _includes/code/indexes/indexes-v4.py create mode 100644 developers/weaviate/config-refs/schema/range-index.md diff --git a/_includes/code/indexes/indexes-v2.ts b/_includes/code/indexes/indexes-v2.ts new file mode 100644 index 000000000..149fc88fd --- /dev/null +++ b/_includes/code/indexes/indexes-v2.ts @@ -0,0 +1,655 @@ +// How-to: Manage-data -> Classes - TypeScript examples +// run with: node --loader=ts-node/esm FILENAME.ts +import assert from 'assert'; + +// ================================ +// ===== INSTANTIATION-COMMON ===== +// ================================ +import weaviate from 'weaviate-ts-client'; + +const client = weaviate.client({ + scheme: 'http', + host: 'anon-endpoint.weaviate.network', + headers: { + 'X-OpenAI-Api-Key': process.env['OPENAI_API_KEY'], + }, +}); + +// START BasicCreateCollection // START ReadOneCollection // START UpdateCollection +const className = 'Article'; + +// END BasicCreateCollection // END ReadOneCollection // END UpdateCollection + +// ================================ +// ===== CREATE A CLASS ===== +// ================================ + +// Clean slate +try { + await client.schema.classDeleter().withClassName(className).do(); +} catch (e) { + // ignore error if class doesn't exist +} + +// START BasicCreateCollection +const emptyClassDefinition = { + class: className, +}; + +// Add the class to the schema +let result = await client.schema + .classCreator() + .withClass(emptyClassDefinition) + .do(); +// END BasicCreateCollection + +// Test +console.assert('invertedIndexConfig' in result); + +// ==================================== +// ===== CREATE A CLASS WITH PROPERTIES +// ==================================== + +// Clean slate +try { + await client.schema.classDeleter().withClassName(className).do(); +} catch (e) { + // ignore error if class doesn't exist +} + +// START CreateCollectionWithProperties +const classWithProps = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + { + name: 'body', + dataType: ['text'], + }, + ], +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithProps).do(); +// END CreateCollectionWithProperties + +// ================================ +// ===== READ A COLLECTION ===== +// ================================ + +// START ReadOneCollection +let classDefinition = await client.schema + .classGetter() + .withClassName(className) + .do(); + +console.log(JSON.stringify(classDefinition, null, 2)); +// END ReadOneCollection + +// ================================================== +// ===== CREATE A COLLECTION WITH NAMED VECTORS ===== +// ================================================== + +// START BasicNamedVectors +const classWithNamedVectors = { + class: 'ArticleNV', + // highlight-start + vectorConfig: { + // Set a named vector + title: { + vectorizer: { + 'text2vec-cohere': { + properties: ['title'], // Set the source property(ies) + }, + }, + }, + // Set another named vector + body: { + vectorizer: { + 'text2vec-openai': { + properties: ['body'], // Set the source property(ies) + }, + }, + }, + title_country: { + vectorizer: { + 'text2vec-openai': { + properties: ['title','country'], // Set the source property(ies) + }, + }, + }, + }, + // highlight-end + properties: [ + { + name: 'title', + dataType: ['text'], + }, + { + name: 'body', + dataType: ['text'], + }, + { + name: 'country', + dataType: ['text'], + }, + ], +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithNamedVectors) + .do(); +// END BasicNamedVectors + +// Test +assert.equal( + result['vectorConfig']['title']['vectorizer']['text2vec-cohere'][ + 'properties' + ][0], + 'title' +); +assert.equal( + result['vectorConfig']['body']['vectorizer']['text2vec-openai'][ + 'properties' + ][0], + 'body' +); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName('ArticleNV').do(); + +// =============================================== +// ===== CREATE A COLLECTION WITH VECTORIZER ===== +// =============================================== + +// START Vectorizer +const classWithVectorizer = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + ], + // highlight-start + vectorizer: 'text2vec-openai', // this could be any vectorizer + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithVectorizer).do(); +// END Vectorizer + +// Test +assert.equal(result['vectorizer'], 'text2vec-openai'); +assert.equal(result['properties'].length, 1); // no 'body' from the previous example + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// =========================== +// ===== SetVectorIndexType ===== +// =========================== + +// START SetVectorIndexType +const classWithIndexType = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + ], + vectorizer: 'text2vec-openai', // this could be any vectorizer + // highlight-start + vectorIndexType: 'flat', // or 'hnsw', or 'dynamic' + vectorIndexConfig: { + bq: { + enabled: true, // Enable BQ compression. Default: False + rescoreLimit: 200, // The minimum number of candidates to fetch before rescoring. Default: -1 (No limit) + cache: true, // Enable use of vector cache. Default: False + }, + vectorCacheMaxObjects: 100000, // Cache size if `cache` enabled. Default: 1000000000000 + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithIndexType).do(); +// END SetVectorIndexType + +// Test +assert.equal(result['vectorizer'], 'text2vec-openai'); +assert.equal(result['vectorIndexType'], 'flat'); +assert.equal(result['properties'].length, 1); // no 'body' from the previous example + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + + +// =========================== +// ===== SetVectorIndexParams ===== +// =========================== + +// START SetVectorIndexParams +const classWithIndexParams = { + class: 'Article', + // Additional configuration not shown + vectorIndexType: 'flat', // or `hnsw` + // highlight-start + vectorIndexConfig: { + bq: { + enabled: true, // Enable BQ compression. Default: False + rescoreLimit: 200, // The minimum number of candidates to fetch before rescoring. Default: -1 (No limit) + cache: true, // Enable use of vector cache. Default: False + }, + vectorCacheMaxObjects: 100000, // Cache size if `cache` enabled. Default: 1000000000000 + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithIndexType).do(); +// END SetVectorIndexParams + +// Test +assert.equal(result['vectorizer'], 'text2vec-openai'); +assert.equal(result['vectorIndexType'], 'flat'); +assert.equal(result['properties'].length, 1); // no 'body' from the previous example + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + + +// =========================== +// ===== MODULE SETTINGS ===== +// =========================== + +// START ModuleSettings +const classWithModuleSettings = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + ], + vectorizer: 'text2vec-cohere', // this could be any vectorizer + // highlight-start + moduleConfig: { + 'text2vec-cohere': { + // this must match the vectorizer used + vectorizeClassName: true, + model: 'embed-multilingual-v2.0', + }, + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithModuleSettings) + .do(); +// END ModuleSettings + +// Test +assert.equal(result.vectorizer, 'text2vec-cohere'); +assert.equal( + result.moduleConfig['text2vec-cohere']['model'], + 'embed-multilingual-v2.0' +); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// ==================================== +// ===== MODULE SETTINGS PROPERTY ===== +// ==================================== + +// START PropModuleSettings +const classWithPropModuleSettings = { + class: 'Article', + vectorizer: 'text2vec-huggingface', // this could be any vectorizer + properties: [ + { + name: 'title', + dataType: ['text'], + // highlight-start + moduleConfig: { + 'text2vec-huggingface': { + // this must match the vectorizer used + vectorizePropertyName: true, + tokenization: 'lowercase', // Use "lowercase" tokenization + }, + }, + // highlight-end + }, + { + name: 'body', + dataType: ['text'], + // highlight-start + moduleConfig: { + 'text2vec-huggingface': { + // this must match the vectorizer used + skip: true, // Don't vectorize this property + tokenization: 'whitespace', // Use "whitespace" tokenization + }, + }, + // highlight-end + }, + ], +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithPropModuleSettings) + .do(); +// END PropModuleSettings + +// Test +assert.equal(result.vectorizer, 'text2vec-huggingface'); +assert.equal( + result.properties[0].moduleConfig['text2vec-huggingface'][ + 'vectorizePropertyName' + ], + false +); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// =========================== +// ===== DISTANCE METRIC ===== +// =========================== + +// START DistanceMetric +const classWithDistance = { + class: 'Article', + // highlight-start + vectorIndexConfig: { + distance: 'cosine', + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithDistance).do(); +// END DistanceMetric + +// Test +assert.equal(result.vectorIndexConfig.distance, 'cosine'); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// ==================================== +// ===== CUSTOM INVERTED INDEX SETTINGS ===== +// ==================================== + +// START SetInvertedIndexParams +const classWithInvIndexSettings = { + class: 'Article', + vectorizer: 'text2vec-huggingface', // this could be any vectorizer + properties: [ + { + name: 'title', + dataType: ['text'], + moduleConfig: { + 'text2vec-huggingface': { + // highlight-start + indexFilterable: true, + indexSearchable: true, + // highlight-end + }, + }, + }, + ], + // highlight-start + invertedIndexConfig: { + bm25: { + b: 0.7, + k1: 1.25 + }, + indexTimestamps: true, + indexNullState: true, + indexPropertyLength: true + } + // highlight-end +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithPropModuleSettings) + .do(); +// END SetInvertedIndexParams + +// Test +assert.equal( + result.properties[0].invertedIndexConfig.bm25.b, + 0.7 +); +assert.equal( + result.properties[0].invertedIndexConfig.bm25.k1, + 1.25 +); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// =============================================== +// ===== CREATE A COLLECTION WITH A GENERATIVE MODULE ===== +// =============================================== + +// START SetGenerative +const classWithGenerative = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + ], + vectorizer: 'text2vec-openai', // this could be any vectorizer + // highlight-start + moduleConfig: { + 'generative-openai': {}, // set your generative module + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithGenerative).do(); +// END SetGenerative + +// Test +Object.keys(result['moduleConfig']).includes('generative-openai'); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// ======================================================================= +// ===== CREATE A COLLECTION WITH A GENERATIVE MODULE AND MODEL NAME ===== +// ======================================================================= + +// START SetGenModel +const classWithGenerativeModel = { + class: 'Article', + properties: [ + { + name: 'title', + dataType: ['text'], + }, + ], + vectorizer: 'text2vec-openai', // this could be any vectorizer + moduleConfig: { + // highlight-start + 'generative-openai': { + 'model': 'gpt-4' // set your generative model + }, + // highlight-end + }, +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithGenerativeModel).do(); +// END SetGenModel + +// Test +Object.keys(result['moduleConfig']).includes('generative-openai'); + +// Delete the class to recreate it +await client.schema.classDeleter().withClassName(className).do(); + +// ======================= +// ===== REPLICATION ===== +// ======================= + +// START ReplicationSettings +const classWithReplication = { + class: 'Article', + // highlight-start + replicationConfig: { + factor: 3, + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema + .classCreator() + .withClass(classWithReplication) + .do(); +// END ReplicationSettings + +// Test +assert.equal(result.replicationConfig.factor, 3); + +// ==================== +// ===== SHARDING ===== +// ==================== + +// START ShardingSettings +const classWithSharding = { + class: 'Article', + // highlight-start + vectorIndexConfig: { + distance: 'cosine', + }, + shardingConfig: { + virtualPerPhysical: 128, + desiredCount: 1, + actualCount: 1, + desiredVirtualCount: 128, + actualVirtualCount: 128, + }, + // highlight-end +}; + +// Add the class to the schema +result = await client.schema.classCreator().withClass(classWithSharding).do(); +// END ShardingSettings + +// Test +assert.equal(result.shardingConfig.virtual_per_physical, 128); +assert.equal(result.shardingConfig.desired_count, 1); +assert.equal(result.shardingConfig.actual_count, 1); +assert.equal(result.shardingConfig.desired_virtual_count, 128); +assert.equal(result.shardingConfig.actual_virtual_count, 128); + +// ========================= +// ===== MULTI-TENANCY ===== +// ========================= + +// START Multi-tenancy +await client.schema + .classCreator() + .withClass({ + class: 'Article', + // highlight-start + multiTenancyConfig: { enabled: true }, + // highlight-end + }) + .do(); +// END Multi-tenancy + +// ========================== +// ===== ADD A PROPERTY ===== +// ========================== + +// START AddProp +const prop = { + name: 'body', + dataType: ['text'], +}; + +const resultProp = await client.schema + .propertyCreator() + .withClassName('Article') + .withProperty(prop) + .do(); +// END AddProp + +// Test +assert.equal(resultProp.name, 'body'); + +// ============================== +// ===== MODIFY A PARAMETER ===== +// ============================== + +// START ModifyParam +// Not available yet - https://github.com/weaviate/typescript-client/issues/64 +// END ModifyParam + +// ================================ +// ===== READ A CLASS ===== +// ================================ + +// START ReadAllCollections +let allCollections = await client.schema.getter().do(); + +console.log(JSON.stringify(allCollections, null, 2)); +// END ReadAllCollections + +// ================================ +// ===== UPDATE A CLASS ===== +// ================================ + +// Clean slate +try { + await client.schema.classDeleter().withClassName(className).do(); +} catch (e) { + // ignore error if class doesn't exist +} + +// START UpdateCollection +// Define and create a class +const originalClassObj = { + class: className, + vectorIndexConfig: { + distance: 'cosine', // Note the distance metric + }, +}; + +// Add the class to the schema +let originalClassResponse = await client.schema + .classCreator() + .withClass(originalClassObj) + .do(); + +const UpdateCollectionObj = { + class: className, + vectorIndexConfig: { + distance: 'dot', // Note the distance metric + }, +}; + +// Update the class definition +// Not yet available in TS diff --git a/_includes/code/indexes/indexes-v3.py b/_includes/code/indexes/indexes-v3.py new file mode 100644 index 000000000..06cc114e5 --- /dev/null +++ b/_includes/code/indexes/indexes-v3.py @@ -0,0 +1,41 @@ +#### DOESN'T WORK YET + +# ================================ +# ===== INSTANTIATION-COMMON ===== +# ================================ +import os +import weaviate + +# Instantiate the client with the OpenAI API key +client = weaviate.Client( + "http://localhost:8080", + additional_headers={ + "X-OpenAI-Api-Key": os.environ["OPENAI_API_KEY"] + } +) + +# =============================================== +# ===== CREATE A COLLECTION WITH PROPERTIES ===== +# =============================================== + +# Clean slate +if client.schema.exists(class_name): + client.schema.delete_class(class_name) + +# START CreateCollectionWithProperties +class_obj = { + "class": "Article", + "properties": [ + { + "name": "title", + "dataType": ["text"], + }, + { + "name": "body", + "dataType": ["text"], + }, + ], +} + +client.schema.create_class(class_obj) # returns null on success +# END CreateCollectionWithProperties diff --git a/_includes/code/indexes/indexes-v3.ts b/_includes/code/indexes/indexes-v3.ts new file mode 100644 index 000000000..cf2059615 --- /dev/null +++ b/_includes/code/indexes/indexes-v3.ts @@ -0,0 +1,57 @@ +// ================================ +// ===== INSTANTIATION-COMMON ===== +// ================================ + +import weaviate, { WeaviateClient, vectorIndex } from 'weaviate-client'; +import { vectorizer, generative, dataType, tokenization, configure, reconfigure, vectorDistances } from 'weaviate-client'; + +const client: WeaviateClient = await weaviate.connectToLocal( + { + headers: { + 'X-OpenAI-Api-Key': process.env.OPENAI_APIKEY, // Replace with your inference API key + } + } +) + +const collectionName = 'Inventory' + +// START RangeIndex +let inventory = client.collections.get('Inventory') +// END RangeIndex + +// ==================================== +// ===== CREATE A CLASS WITH PROPERTIES +// ==================================== + +// Clean slate +try { + await client.collections.delete(collectionName) +} catch (e) { + // ignore error if class doesn't exist +} + +// START RangeIndex +import { dataType } from 'weaviate-client'; + +await client.collections.create({ + name: 'Inventory', + properties: [ + { + name: 'itemName', + dataType: dataType.TEXT, + }, + { + name: 'itemDescription', + dataType: dataType.TEXT, + }, + { + name: 'itemCount', + dataType: dataType.INT, + indexSomeWeirdNonense: true + }, + ], +}) +// END RangeIndex + +const collectionConfig = await inventory.config.get() +console.log(collectionConfig) diff --git a/_includes/code/indexes/indexes-v4.py b/_includes/code/indexes/indexes-v4.py new file mode 100644 index 000000000..ecd6436ad --- /dev/null +++ b/_includes/code/indexes/indexes-v4.py @@ -0,0 +1,40 @@ +# ================================ +# ===== INSTANTIATION-COMMON ===== +# ================================ + +import os +import weaviate + +# Instantiate the client with the OpenAI API key +client = weaviate.connect_to_local( + headers={ + "X-OpenAI-Api-Key": os.environ["OPENAI_API_KEY"] # Replace with your inference API key + } +) + +# =========================== +# ===== RANGEABLE INDEX ===== +# =========================== + +# Refresh +client.collections.delete("Inventory") + +# START RangeIndex +from weaviate.classes.config import Property, DataType + +client.collections.create( + "Inventory", + properties=[ + Property(name="itemName", data_type=DataType.TEXT), + Property(name="itemDescription", data_type=DataType.TEXT), + Property(name="itemCount", + data_type=DataType.INT, + skip_vectorization=True, + index_range_filters=True) + ] +) +# END RangeIndex + +# Test +inventory = client.collections.get("Inventory") +# assert inventory.config.get().properties[2].index_range_filters == True diff --git a/developers/weaviate/concepts/indexing.md b/developers/weaviate/concepts/indexing.md index 0e7ae1fdc..cab4d03b2 100644 --- a/developers/weaviate/concepts/indexing.md +++ b/developers/weaviate/concepts/indexing.md @@ -5,7 +5,7 @@ image: og/docs/concepts.jpg # tags: ['basics'] --- -Weaviate supports two types of indices. +Weaviate supports several types of indices. This page focuses on two of the most prominent: 1. An **approximate nearest neighbor index (ANN)** - the ANN index is used to serve all vector-search queries. 1. An **inverted index** - the inverted index allows for filtering by properties, as well as serve BM25 queries. @@ -18,7 +18,9 @@ Some things to bear in mind: * A rule of thumb -- if you don't query over a specific field or vector space, don't index it. * One of Weaviate's unique features is how the indices are configured (learn more about this [here](../concepts/prefiltering.md)). -### ANN indexing +For details on other types of indexes, see [flat indexes](/developers/weaviate/config-refs/schema/vector-index#flat-indexes) and [rangeable indexes](/developers/weaviate/config-refs/schema/range-index) + +## ANN indexing What's important to know, is that the "A" in ANN (i.e., the "approximate") comes with a trade-off. That is, the index is _approximate_ and, therefore _not_ always 100% accurate. This is what the experts mean when they talk about the "recall of the algorithm." @@ -69,7 +71,6 @@ The [ANN benchmark page](/developers/weaviate/benchmarks/ann.md) contains a wide ::: ## Module configuration - You can use Weaviate with or without modules. To use Weaviate _with_ modules, you must configure them in the schema. diff --git a/developers/weaviate/config-refs/schema/range-index.md b/developers/weaviate/config-refs/schema/range-index.md new file mode 100644 index 000000000..f15fea03a --- /dev/null +++ b/developers/weaviate/config-refs/schema/range-index.md @@ -0,0 +1,66 @@ +--- +title: Rangeable indexes +sidebar_position: 50 +image: og/docs/configuration.jpg +# tags: ['configuration', 'vector index'] +--- + +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; + +import PyCodeV4 from '!!raw-loader!/_includes/code/indexes/indexes-v4.py'; +import PyCodeV3 from '!!raw-loader!/_includes/code/indexes/indexes-v3.py'; +import TSCodeV3 from '!!raw-loader!/_includes/code/indexes/indexes-v3.ts'; +import TSCodeV2 from '!!raw-loader!/_includes/code/indexes/indexes-v2.ts'; + +:::info Added in 1.26 + +::: + +Object properties in Weaviate are indexed and searchable. The rangeable index is a efficient way to search ranges of data. + +The rangeable index is available for data that is stored as an `int`, `number`, or `date` type. The index is not available for arrays of these data types or for `floats`. + +Use the rangeable index instead when you want to filter properties using comparison operators like `GreaterThan`, `GreaterThanEqual`, `LessThan`, and `LessThanEqual`. For keyword-search, the [inverted-index](/developers/weaviate/more-resources/performance#inverted-index) is a better choice. + +## Define a rangeable index + +Configure the index when you define your [collection properties](/developers/weaviate/manage-data/collections#property-level-settings). + + + + + + + +## Considerations + +- **Default value** The default value of `indexRangeable` is `false`. In contrast, `indexSearchable` and `indexFilterable` both default to `true`. + +- **Filter compatibility** `indexRangeable` and `indexFilterable` can be used together or independently. + + This chart shows which filter makes the comparison when one or both index type is `true` for a property. + + | Operator | Range only | Filter only | Range and Filter | + | :- | :- | :- | :- | + | Equal | Range | Filter | Filter | + | Not equal | Range | Filter | Filter | + | Greater than | Range | Filter | Range | + | Greater than equal | Range | Filter | Range | + | Less than | Range | Filter | Range | + | Less than equal | Range | Filter | Range | + + +- **Implementation** Internally, rangeable indexes are implemented as [roaring bitmap slices](https://www.featurebase.com/blog/range-encoded-bitmaps). This data structure limits the index to values that can be stored as 64 bit integers. + +## Questions and feedback + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + diff --git a/developers/weaviate/more-resources/performance.md b/developers/weaviate/more-resources/performance.md index 0c57898dd..a58906746 100644 --- a/developers/weaviate/more-resources/performance.md +++ b/developers/weaviate/more-resources/performance.md @@ -5,26 +5,36 @@ image: og/docs/more-resources.jpg # tags: ['performance'] --- +Weaviate uses different types of indexes to achieve performance goals. This page focuses on [HNSW](https://arxiv.org/abs/1603.09320) and [inverted indexes](https://en.wikipedia.org/wiki/Inverted_index). - -## Index types -Weaviate uses two types of data indexing. Next to the vector indexes that are created and powers the semantic search capability, there is also the [inverted index](https://en.wikipedia.org/wiki/Inverted_index). +These indexes are available: -### Inverted index +Vector Indexes: + +- [HNSW](/developers/weaviate/config-refs/schema/vector-index#hnsw-indexes) +- [Flat](/developers/weaviate/config-refs/schema/vector-index#flat-indexes) + +Traditional Indexes: + +- [Inverted index](#inverted-index) +- [Range index](/developers/weaviate/config-refs/schema/range-index) + +## Inverted index The inverted index is essentially what powers all the [GraphQL `where` filters](../api/graphql/filters.md#where-filter), where vectors or semantics are needed to find results. With inverted indexes, contents or data object properties such as words and numbers are mapped to its location in the database. This is the opposite of the more traditional forward index, which maps from documents to its content. Inverted indices are used often in document retrieval systems and search engines, because it allows fast full-text search and fast key-based search instead of brute-force. This fast data retrieval comes with the only cost of slight increase of processing time when a new data object is added, since the data object will indexed and stored in an inverted way, rather than only storing the index of the data object. In the database (Weaviate), there is a big lookup table which contains all the inverted indices. If you want to retrieve objects with a specific property or content, then the database starts looking for only one row with this property which points to the relevant data objects (the row contains pointers to the data object IDs). This makes data object retrieval with these kind of queries very fast. Even if there are more than a billion entries, if you only care about the entries that contain the specific words or properties you're looking for, only one row will be read with the document pointers. The inverted index currently does not do any weighing (e.g. tf-idf) for sorting, since the vector index is used for these features like sorting. The inverted index is thus, at the moment, rather a binary operation: including or excluding data objects from the query result list, which results in an 'allow list'. -### Vector index +## Vector index Everything that has a vector, thus every data object in Weaviate, is also indexed in the vector index. Weaviate currently supports [HNSW](https://arxiv.org/abs/1603.09320) and flat vector indexes. See [Concepts: vector index](../concepts/vector-index.md) for more information about the vector index. - ## Costs of queries and operations +This section discusses the cost of some common operations. + ### Cost of data import At the moment, data import is relatively slow compared to the query times, because of the HNSW indexing. The cheapest data import operation is a simple 'write' operation of a data object that was not seen before. It will get a completely new index. If you update a data object, the update itself is also really cheap, because in the backend an entirely new object will be created and indexed as if it was new. The 'old' object will be cleaned up, which happens asynchronous and will thus add up to the operation time. @@ -43,8 +53,6 @@ If you have a nested reference filter, Weaviate starts by resolving the deepest A tip is to avoid deeply nested filters in the queries. Additionally, try to make your queries as restrictive as possible, because a ten-level deep query would for example not be so expensive if all levels return only a single ID. In that case only ten one ID searches need to be performed, which is a lot of searches in one query, but each search is very cheap. - - ## Questions and feedback import DocsFeedback from '/_includes/docs-feedback.mdx'; From 5ddb3d09333a95221f238882105a22e906a246f4 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Fri, 12 Jul 2024 23:04:39 -0400 Subject: [PATCH 13/30] DR-475 blog range queries (#2331) * DR-475 blog range queries * staging --- .../_core-1-26-include.mdx | 8 +++++++- developers/weaviate/config-refs/schema/range-index.md | 2 +- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 1925f7bc9..22498c552 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -16,7 +16,13 @@ Here are the release ⭐️*highlights*⭐️! ## Improved Range Queries -Cool stuff goes here +The new rangeable index is a powerful new tool for quantitative comparisons. + +Object properties in Weaviate are indexed and searchable. In earlier releases, range queries were computationally expensive. The new rangeable index is an efficient way to quickly search ranges of data. Use the new index type when you anticipate using numerical comparisons over ranges of values. When you define a property type as `int`, `number`, or `date`, consider defining a rangeable index too. + +The rangeable index also works with [filterable indexes](/developers/weaviate/config-refs/schema/range-index#considerations). You can combine filters and range queries to quickly narrow your searches to the most relevant information. + +Internally, rangeable indexes are implemented as [roaring bitmap slices](https://www.featurebase.com/blog/range-encoded-bitmaps). This is an exciting data structure that combines several clever ideas to reduce memory requirements while improving processing speeds. ## Async Replication diff --git a/developers/weaviate/config-refs/schema/range-index.md b/developers/weaviate/config-refs/schema/range-index.md index f15fea03a..e16bdd776 100644 --- a/developers/weaviate/config-refs/schema/range-index.md +++ b/developers/weaviate/config-refs/schema/range-index.md @@ -18,7 +18,7 @@ import TSCodeV2 from '!!raw-loader!/_includes/code/indexes/indexes-v2.ts'; ::: -Object properties in Weaviate are indexed and searchable. The rangeable index is a efficient way to search ranges of data. +Object properties in Weaviate are indexed and searchable. The [rangeable index](/developers/weaviate/config-refs/schema/range-index) is an efficient way to search ranges of data. The rangeable index is available for data that is stored as an `int`, `number`, or `date` type. The index is not available for arrays of these data types or for `floats`. From 7f1794552db08fe624bd93b913cf4871b6e7b161 Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Mon, 15 Jul 2024 06:03:41 -0700 Subject: [PATCH 14/30] [Draft] Anthropic provider integration pages (#2273) * First revision * Update maxTokens text & code * Add Anthropic to top level list --- .../_includes/integration_anthropic_rag.png | Bin 0 -> 46818 bytes .../integration_anthropic_rag_grouped.png | Bin 0 -> 47155 bytes .../integration_anthropic_rag_single.png | Bin 0 -> 47449 bytes .../_includes/provider.connect.py | 8 + .../_includes/provider.connect.ts | 7 + .../_includes/provider.generative.py | 56 ++++ .../_includes/provider.generative.ts | 51 +++- .../model-providers/anthropic/_category_.json | 4 + .../model-providers/anthropic/generative.md | 269 ++++++++++++++++++ .../model-providers/anthropic/index.md | 44 +++ developers/weaviate/model-providers/index.md | 1 + .../provider_integrations_anthropic.jpg | Bin 0 -> 37113 bytes 12 files changed, 439 insertions(+), 1 deletion(-) create mode 100644 developers/weaviate/model-providers/_includes/integration_anthropic_rag.png create mode 100644 developers/weaviate/model-providers/_includes/integration_anthropic_rag_grouped.png create mode 100644 developers/weaviate/model-providers/_includes/integration_anthropic_rag_single.png create mode 100644 developers/weaviate/model-providers/anthropic/_category_.json create mode 100644 developers/weaviate/model-providers/anthropic/generative.md create mode 100644 developers/weaviate/model-providers/anthropic/index.md create mode 100644 static/og/docs/integrations/provider_integrations_anthropic.jpg diff --git a/developers/weaviate/model-providers/_includes/integration_anthropic_rag.png b/developers/weaviate/model-providers/_includes/integration_anthropic_rag.png new file mode 100644 index 0000000000000000000000000000000000000000..e39e7df085b44e08958e7a7bb03455f46acb5d39 GIT binary patch literal 46818 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+import TabItem from '@theme/TabItem'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; +import PyConnect from '!!raw-loader!../_includes/provider.connect.py'; +import TSConnect from '!!raw-loader!../_includes/provider.connect.ts'; +import PyCode from '!!raw-loader!../_includes/provider.generative.py'; +import TSCode from '!!raw-loader!../_includes/provider.generative.ts'; + +Weaviate's integration with Anthropic's APIs allows you to access their models' capabilities directly from Weaviate. + +[Configure a Weaviate collection](#configure-collection) to use an Anthropic generative AI model, and Weaviate will perform retrieval augmented generation (RAG) using the specified model and your Anthropic API key. + +More specifically, Weaviate will perform a search, retrieve the most relevant objects, and then pass them to the Anthropic generative model to generate outputs. + +![RAG integration illustration](../_includes/integration_anthropic_rag.png) + +## Requirements + +### Weaviate configuration + +Your Weaviate instance must be configured with the Anthropic generative AI integration (`generative-anthropic`) module. + +
    + For Weaviate Cloud (WCD) users + +This integration is enabled by default on Weaviate Cloud (WCD) serverless instances. + +
    + +
    + For self-hosted users + +- Check the [cluster metadata](../../config-refs/meta.md) to verify if the module is enabled. +- Follow the [how-to configure modules](../../configuration/modules.md) guide to enable the module in Weaviate. + +
    + +### API credentials + +You must provide a valid Anthropic API key to Weaviate for this integration. Go to [Anthropic](https://www.anthropic.com/api) to sign up and obtain an API key. + +Provide the API key to Weaviate using one of the following methods: + +- Set the `ANTHROPIC_APIKEY` environment variable that is available to Weaviate. +- Provide the API key at runtime, as shown in the examples below. + + + + + + + + + + + + + +## Configure collection + +[Configure a Weaviate collection](../../manage-data/collections.mdx#specify-a-generative-module) to use an Anthropic generative AI model as follows: + + + + + + + + + + + + +You can [specify](#generative-parameters) one of the [available models](#available-models) for Weaviate to use. The [default model](#available-models) is used if no model is specified. + +### Select a model + +You can specify one of the [available models](#available-models) for Weaviate to use, as shown in the following configuration example: + + + + + + + + + + + + +## Retrieval augmented generation + +After configuring the generative AI integration, perform RAG operations, either with the [single prompt](#single-prompt) or [grouped task](#grouped-task) method. + +### Single prompt + +![Single prompt RAG integration generates individual outputs per search result](../_includes/integration_anthropic_rag_single.png) + +To generate text for each object in the search results, use the single prompt method. + +The example below generates outputs for each of the `n` search results, where `n` is specified by the `limit` parameter. + +When creating a single prompt query, use braces `{}` to interpolate the object properties you want Weaviate to pass on to the language model. For example, to pass on the object's `title` property, include `{title}` in the query. + + + + + + + + + + + + + +### Grouped task + +![Grouped task RAG integration generates one output for the set of search results](../_includes/integration_anthropic_rag_grouped.png) + +To generate one text for the entire set of search results, use the grouped task method. + +In other words, when you have `n` search results, the generative model generates one output for the entire group. + + + + + + + + + + + + + +## References + +### Generative parameters + +Configure the following generative parameters to customize the model behavior. + + + + + + + + + + + + +For further details on model parameters, see the [Anthropic API documentation](https://www.anthropic.com/docs). + +#### Maximum output tokens + +Use the `maxTokens` parameter to set the maximum number of output tokens for the Anthropic Generative AI models. This parameter is separate from the maximum allowable input tokens, also called a "context window". + +For most models, the default `maxTokens` value is `4096`, which is the maximum, and the input (context window) size is `200,000`. The specific allowable values may vary between models. Refer to the [Anthropic documentation](https://docs.anthropic.com/en/docs/about-claude/models#model-comparison) for the latest information. + +#### Base URL + +Note that for Anthropic, you can provide a custom base URL for the API endpoint. This is useful for users who have a dedicated API endpoint, or is behind a proxy. + +The custom base URL can be provided via the collection configuration as shown above, or in the header of the request. To provide it in the header, instantiate the Weaviate client using the `X-Anthropic-Baseurl` key and the custom base URL as the value. + +The default base URL is `https://api.anthropic.com`. + +### Available models + +Any model available in the Anthropic API can be used with Weaviate. As of July 2024, the following models are available: + +- `claude-3-5-sonnet-20240620` (default) +- `claude-3-opus-20240229` +- `claude-3-sonnet-20240229` +- `claude-3-haiku-20240307` + +See the [Anthropic API documentation](https://docs.anthropic.com/en/docs/about-claude/models#model-names) for the most up-to-date list of available models. + +## Further resources + +### Code examples + +Once the integrations are configured at the collection, the data management and search operations in Weaviate work identically to any other collection. See the following model-agnostic examples: + +- The [how-to: manage data](../../manage-data/index.md) guides show how to perform data operations (i.e. create, update, delete). +- The [how-to: search](../../search/index.md) guides show how to perform search operations (i.e. vector, keyword, hybrid) as well as retrieval augmented generation. + +### References + +- Anthropic [API documentation](https://www.anthropic.com/docs) + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + diff --git a/developers/weaviate/model-providers/anthropic/index.md b/developers/weaviate/model-providers/anthropic/index.md new file mode 100644 index 000000000..14797088d --- /dev/null +++ b/developers/weaviate/model-providers/anthropic/index.md @@ -0,0 +1,44 @@ +--- +title: Anthropic + Weaviate +sidebar_position: 10 +image: og/docs/integrations/provider_integrations_anthropic.jpg +# tags: ['model providers', 'anthropic'] +--- + +import BetaPageNote from '../_includes/beta_pages.md'; + + + +Anthropic offers a wide range of models for natural language processing and generation. Weaviate seamlessly integrates with Anthropic's APIs, allowing users to leverage Anthropic's models directly within the Weaviate database. + +These integrations empower developers to build sophisticated AI-driven applications with ease. + +## Integrations with Anthropic + +### Generative AI models for RAG + +![Single prompt RAG integration generates individual outputs per search result](../_includes/integration_anthropic_rag_single.png) + +Anthropic's generative AI models can generate human-like text based on given prompts and contexts. + +[Weaviate's generative AI integration](./generative.md) enables users to perform retrieval augmented generation (RAG) directly within the Weaviate database. This combines Weaviate's efficient storage and fast retrieval capabilities with Anthropic's generative AI models to generate personalized and context-aware responses. + +[Anthropic generative AI integration page](./generative.md) + +## Summary + +These integrations enable developers to leverage Anthropic's powerful models directly within Weaviate. + +In turn, they simplify the process of building AI-driven applications to speed up your development process, so that you can focus on creating innovative solutions. + +## Get started + +You must provide a valid Anthropic API key to Weaviate for these integrations. Go to [Anthropic](https://www.anthropic.com/) to sign up and obtain an API key. + +Then, go to the relevant integration page to learn how to configure Weaviate with the Anthropic models and start using them in your applications. + +- [Generative AI](./generative.md) + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + diff --git a/developers/weaviate/model-providers/index.md b/developers/weaviate/model-providers/index.md index d66b1f724..c3baff813 100644 --- a/developers/weaviate/model-providers/index.md +++ b/developers/weaviate/model-providers/index.md @@ -21,6 +21,7 @@ This enables an enhanced developed experience, such as the ability to: | Model provider | Embeddings | Generative AI | Others | | --- | --- | --- | --- | +| [Anthropic](./anthropic/index.md) | - | [Text](./anthropic/generative.md) | - | | [Anyscale](./anyscale/index.md) | - | [Text](./anyscale/generative.md) | - | | [AWS](./aws/index.md) | [Text](./aws/embeddings.md) | [Text](./aws/generative.md) | | [Cohere](./cohere/index.md) | [Text](./cohere/embeddings.md) | [Text](./cohere/generative.md) | [Reranker](./cohere/reranker.md) | diff --git a/static/og/docs/integrations/provider_integrations_anthropic.jpg b/static/og/docs/integrations/provider_integrations_anthropic.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb00fedd42bbb99ecf9641e71dcdcf258bf1be47 GIT binary patch literal 37113 zcmbrm1z1#H*Ec+rlz=E8AfU-HLSgkRmNzA`MD+N_T%} zM)}{~_xrrp^E~ed*9PXyIcx8=)^EjLYY$gHu4X{DS?sOV@I80hH0-R{8qAap{E+xI!d zZ`^?xU_P)V;(Qm8ibX3?(nt*L-=^a-eB+IcLvojtjGX@ABL+q$Zk{K+eEb5EPr*{s zGO}_is%q*Qn$NY2j7?senweYJ**m;-baHm_@%8f$2z(EVjEatljr;I1J}o^XGb=kM zH?Op;yyA1^m#XTf=9bpB_Kwc3fx)5Ske zfY5%k1^oQY*njXv2=Il9j*fFq4ABTjFdzO9&!5WgY{~2T6|4*F#!`Q$08Ux)#LjjbBMhFrG?W{4R)dzc} z!5Bbk1&uFvcc+=ohK~#912*9z*@Yw=iB9bbKNBev2J9-$4lGLJT?pzIF8K1x)if7l zAJ|x7sgGc+l8WkCOg!XiiiWI+<>aI^DRjTpJB6s-R#&oJv2ggP4Zo52-C4yf5{A+% z$3UYcDKDOaj+_uNDU1;W0TUsH7eg8h^k;|>LBJqj(2&3wQpDx5Z$!ex6u><9Xjc^r z)w2{dwHVUgp=4xcWT1eFpa2mD(mwnrqVnjp)Id3gv@#1dKkT zsI6LRei#Zp?7| zjgJW_eQOM9-V(p1_gge+NUZ!jUJxJvL@)Cq8Xvl{p=EQAbW1Z0iY%ybPl`7Qzt35r18qh8RK>^sMx( z2oNBkl>!U|ysia=G$b$JIWc02E6`eqETrc$XE2~8fU+M7V<;LdK)j{)rR+Ip=WfG_ zB~Nrdv4OXs`l7hqt4BJa6!tuWa%EcbMp+?_l=LN0U`7m0@5f;Jw~38fBu|d1Eb)~l z^I~_L2bm7nJYtH0U?gWw@gqJ~CkG&FiUr6PvCzKaRKgV07TuC11``@_hJ@`{wd+w)|2j6BySSHc6nMWa1Ee1@2 zShoy-LRr8g5Z^>DMqXCzFXg8i#r6n)zaeZvt4m~b81kUnj|ie2iy9jl8}1G8j}B11 z_F}(XVRU(PIZ}-P>lgl4>0Bp*r*4%z4Ch11=VhG-C1GKiFaW0Lwl*AFHl130{1 z@V|i+#ViFP1~8q$!I09AxI^rA`m)bRqOvONA_N*|$1h!c%8>T)8quO4KV97bK1w&d5e#&)# zR1=mE?#JBBDpIv8I;M07>+-+pe>_BVtVmCEhsP;)1u);oe@yqc$^Oe2X#mtQn%x54^}nAMJ%I2uNNJ=xG7)499z5<&ObVOA!aOi^6D*hjgO|K_P{M&Yc!M zfK>Fg#a+wn-)z&12{#GGD}2mJ6KO`rfeLfQn1*}s{~?-z&%keWe8Ilycr8o|u^ zPanU;VS4c9jTv1@XGYNn$r$I@7;hjxG9V-(2LKddFv!@A4qyQTLF5{eiXDMVhK&a2lZMKWH#J5A^QW%^J_lj)4?FLuQu4-rI z?-fjkmHBqME>eHTy2pQemb-b_}sjX?LWDXiOd3hTu9Pduy^ubw!WnX^Y#O$UM zBD@q0F>>SL8-RPR7hkH4lfXNi!k)A>^CXxL+bUah3bMvYuDv;DB{PVMR;gbOv#iG- zvWE`%ohjs8fnrNSeJ0)(y{&&oN9fa0q@ueG_Rp@ie5N&#U2*U@E59DCxj7X1ybopYEV8#rj6GC{xa2&vAA#-{l z5BVn~ARNPWc&A)LY$Xu6|A*dCOf4eqemrK_x4Y|*NZHP;sHF0Weo}^b`WL`F{?{r& zc)7=!MA10ttiTcguxp9SU|c(SgeznOR&?$2{uBMzsUCp-sDv77moJJaJW`cul`qSY zS;Z&6zXC5hB?c?a3Zv!EKY0He>woXJ5_~urMAG~*vyTP89=2y zXK6d#?Xf&!G0b2i?`HWH4?)uZv1?M?4k&4{v?67^2K;I722qs(5{yr zUG|_#3=IsES(sbw5GhU>u-*4xBk^|{kQw(b;KXxo2y)|~ipE%s_4w9)(|6h63WT%& zW;kH(8*czxDVG$&g;jV2?;w%bR>1D5Ia$e^)D{ltV~q$mjEq0m zPeBo076CP}8H+(TxdB3>aN3LpcShg^g1uapygzK|z@zz#yfI+DjdK9PAZ z)ST<<>a#T1B$$;jO&wtxqzDp!94CSHiO$wMfL$43=IK45Sl|qI{(UDSHat(LpjJV(VNGE>g&~4sl|Hxi2$`=yuig7EdFt6D7*v~bW>ESx z#^(1nwVQE@&g$xQdt;pP%vaP)x07OCrA*jVMb*z&c;45_HOXvw981!C`4dgGelTg@ zJ$tHNu|h}Ju?L#&DLQC4BEW1oQEeT?*AnmEFs#gY-fCz;gc|KnL-gRxzVXc**l zBy7xmMn_!(lSbq(?%BQV$^Yz_o_wUKMcH$mqrErLoIa*P7gce+aKI za!OfluJqg-DYB$(S-xakhaXusu;_1;d$v-4YbRu%=X#Luk4+ z{?R$@C0)(nsAF_U^#j-3Rb88AIEv=6f0vcC+HG!>LooT1$@VHbJ1tMra>Lyp7Pb$c zhlL++x@x2xYsi!H`oDVR)y!g$d@$Tc4p;!2j`GeuAk#sOUkW|94nm6{T|G#)MHdcyk=FgJuS)GRQ?&q z8X2CZPO@y2wyg6X3C`*;57O5O){g3HP@CBc#>T8)Ux9AB5obDC<68FcOmT4g-NYaF zn&(H~({s>^+F_boZ}H&v0S^L-yZZusd9rXRNnDt5PFA@~d|)M|!brw34njRM_DSw4 z_cKw9KMYf0il&q+glf@tFj|ft*!Vn|erY=3fbIL$SlZ6}-Z;%okBWsObw?77(w`Gg zJB4gY!VhkI&ekFpAu&+*U3HW3hV3WgpVQS26%1^tRzH!MXU54|Zf`I+9bWao{W4^z zS)ucjV(VqtQP4hFV~$h2?AT%f>r1#%=L%eEhrMY&qcb}z+0B&KE|7!MZ%j!tVytMr z0o!QMjhA&Yb7AyuAKQ^c3iG=mluYNY%pEZMY{(d$C>BfkSsnCvvias9omfk0&a0cdVxoTXJO1s8 zURZbZzUB}z=I#6Gv0=j0T6aRaT0W1yPa{}M-+>Ylr8(a)vo z&r7Ty)bPCd&zbq>XgemJ7Yfl`qy>)z+?`KGX`dCub^XDvH^*qQ`_Whoi;s><#Q%%e zn(Ju)CEIqn9?PIXY5d~G2)}Plg!m&+u-yUt?oP6|elvMuVqy8#+sYRwk}vPQrZGZ; zL*)ECOu8TC7;YyNcHv6Kr`3sy9}ClcUVT#Gwq0}cgkh;AgC}}hykuX7DdL~91pP{Lu?Rm{w-2*0f9gT_uXK; zxuJQ^6KIgp&!(YQ3uic1#1_~jY2iR9F+s+e*vM$8;h%gRx#t26K;z{QK?Dt`{btZ0 zioDlR@^^Sa>|TJfaC4TdrdQY#Jn>(y0@;LzgV*hHQj4$;kp&nIn z_R839Y*VVQmGxtd|g)@C&AfnqS@;_OF
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zfBJV`XJ@<(KlfEo+`r&ak2`C{nXRI7-G0gp7F`EpzM-zEmKZeQclXm>CfAx?%p`3` zYdyT0%|&+TkVcpSpwd!-KYz9r$hqJ1zUuSW5B}S0+(<&p?9mjrvp_R2-y}-!}_+b zJVmy;r Date: Mon, 15 Jul 2024 06:22:05 -0700 Subject: [PATCH 15/30] [Draft] Tenant offloading (#2280) * Tenant offloading draft * Update status names * Update as per comments * Update timeout value to reflect change --- .../code/howto/manage-data.multi-tenancy.py | 8 +- .../code/howto/manage-data.multi-tenancy.ts | 2 +- .../_core-1-21-include.mdx | 6 +- developers/weaviate/api/rest_legacy/schema.md | 12 +- developers/weaviate/concepts/data.md | 64 +- developers/weaviate/concepts/storage.md | 11 + developers/weaviate/config-refs/env-vars.md | 9 +- developers/weaviate/configuration/modules.md | 27 + .../weaviate/manage-data/multi-tenancy.md | 10 +- openapi.json | 5219 ----------------- 10 files changed, 106 insertions(+), 5262 deletions(-) delete mode 100644 openapi.json diff --git a/_includes/code/howto/manage-data.multi-tenancy.py b/_includes/code/howto/manage-data.multi-tenancy.py index fcfd8b8d5..a849fa1c9 100644 --- a/_includes/code/howto/manage-data.multi-tenancy.py +++ b/_includes/code/howto/manage-data.multi-tenancy.py @@ -195,7 +195,7 @@ multi_collection.tenants.update(tenants=[ Tenant( name="tenantA", - activity_status=weaviate.schema.TenantActivityStatus.COLD + activity_status=weaviate.schema.TenantActivityStatus.INACTIVE ) ]) # highlight-end @@ -205,17 +205,17 @@ # Test tenants = multi_collection.tenants.get() -assert tenants["tenantA"].activity_status.name == "COLD" +assert tenants["tenantA"].activity_status.name == "INACTIVE" # Change the status back multi_collection.tenants.update(tenants=[ Tenant( name="tenantA", - activity_status=weaviate.schema.TenantActivityStatus.HOT + activity_status=weaviate.schema.TenantActivityStatus.ACTIVE ) ]) tenants = multi_collection.tenants.get() -assert tenants["tenantA"].activity_status.name == "HOT" +assert tenants["tenantA"].activity_status.name == "ACTIVE" # ========================== # ===== Enable Auto Tenant Activation ===== diff --git a/_includes/code/howto/manage-data.multi-tenancy.ts b/_includes/code/howto/manage-data.multi-tenancy.ts index a1fe67199..3041e3514 100644 --- a/_includes/code/howto/manage-data.multi-tenancy.ts +++ b/_includes/code/howto/manage-data.multi-tenancy.ts @@ -172,7 +172,7 @@ const multiCollection = client.collections.get('MultiTenancyCollection') // highlight-start await multiCollection.tenants.update({ name: 'tenantA', - activityStatus: 'COLD' // or 'HOT' + activityStatus: 'INACTIVE' // or 'ACTIVE' }) // highlight-end // END UpdateTenants diff --git a/blog/2023-08-22-weaviate-1-21-release/_core-1-21-include.mdx b/blog/2023-08-22-weaviate-1-21-release/_core-1-21-include.mdx index 5fbe3278c..e4b16df98 100644 --- a/blog/2023-08-22-weaviate-1-21-release/_core-1-21-include.mdx +++ b/blog/2023-08-22-weaviate-1-21-release/_core-1-21-include.mdx @@ -88,13 +88,17 @@ A `ContainsAll` query on the other hand will return all `Person` objects whose ` ### Deactivate / activate tenant shards (experimental) +:::info Tenant status renamed in `v1.26` +In `v1.26`, the `HOT` status was renamed to `ACTIVE` and the `COLD` status was renamed to `INACTIVE`. +::: + ![Activate / Deactivate tenants](./img/mt-inactive.png) We introduced multi-tenancy (MT) with `1.20`, and we are thrilled by your response so far. `1.21` adds an (experimental) feature to deactivate or activate individual tenants. This will allow you to scale even bigger with ease, because inactive tenants' data will not take up any space in memory. -This is possible because under the hood, each [tenant is a partition shard](https://www.weaviate.io/blog/multi-tenancy-vector-search#built-in-isolation-through-lightweight-shards), and tenant shards can now be deactivated while still retaining the data. Deactivated (`COLD`) shards do not consume memory or file descriptors, so this enables an unlimited number of non-active shards, limited only by disk space, while giving active (`HOT`) shards access to resources that they need. +This is possible because under the hood, each [tenant is a partition shard](https://www.weaviate.io/blog/multi-tenancy-vector-search#built-in-isolation-through-lightweight-shards), and tenant shards can now be deactivated while still retaining the data. Deactivated (`INACTIVE`) shards do not consume memory or file descriptors, so this enables an unlimited number of non-active shards, limited only by disk space, while giving active (`ACTIVE`) shards access to resources that they need. Deactivating unused subsets of data will help to reduce cost and improve the overall performance. We are very excited for you to [try it out](/developers/weaviate/manage-data/multi-tenancy). diff --git a/developers/weaviate/api/rest_legacy/schema.md b/developers/weaviate/api/rest_legacy/schema.md index fb147fd16..37a4817e5 100644 --- a/developers/weaviate/api/rest_legacy/schema.md +++ b/developers/weaviate/api/rest_legacy/schema.md @@ -588,12 +588,16 @@ Tenants are used to separate data between different users or groups of users. Th ### Add tenant(s) +:::info Tenant status renamed in `v1.26` +In `v1.26`, the `HOT` status was renamed to `ACTIVE` and the `COLD` status was renamed to `INACTIVE`. +::: + Pass a payload with an array of tenant objects. The available fields are: | Name | Type | Description | | ---- | ---- | ----------- | | `name` | string | (Required) The name of the tenant. | -| `activityStatus` | string | (Optional, experimental) The activity status of the tenant. Can be `HOT` (default) or `COLD`. | +| `activityStatus` | string | The activity status of the tenant. Can be `ACTIVE` (default), `INACTIVE`, or `OFFLOADED`. | #### Example payload @@ -604,7 +608,7 @@ Pass a payload with an array of tenant objects. The available fields are: }, { "name": "TENANT_B", - "activityStatus": "COLD" + "activityStatus": "INACTIVE" } ] ``` @@ -787,11 +791,11 @@ Pass a payload with an array of tenant objects. For updating tenants, both `name [ { "name": "TENANT_A", - "activityStatus": "COLD" + "activityStatus": "INACTIVE" }, { "name": "TENANT_B", - "activityStatus": "HOT" + "activityStatus": "ACTIVE" } ] ``` diff --git a/developers/weaviate/concepts/data.md b/developers/weaviate/concepts/data.md index f09efb970..f2afae9a6 100644 --- a/developers/weaviate/concepts/data.md +++ b/developers/weaviate/concepts/data.md @@ -196,7 +196,6 @@ For details on configuring your schema, see the [schema tutorial](../starter-gui :::info Multi-tenancy availability - Multi-tenancy added in `v1.20` -- The tenant activity status setting added in `v1.21` ::: To separate data within a cluster, use multi-tenancy. Weaviate partitions the cluster into shards. Each shard holds data for a single tenant. @@ -207,12 +206,46 @@ Sharding has several benefits: - Fast, efficient querying - Easy and robust setup and clean up -Starting in `v1.20`, shards are more lightweight. You can easily have 50,000, or more, active shards per node. This means that you can support 1M concurrently active tenants with just 20 or so nodes. - -Starting in `v1.20.1`, you can specify tenants as active (`HOT`) or inactive (`COLD`). For more details on managing tenants, see [Multi-tenancy operations](../manage-data/multi-tenancy.md). +Tenant shards are more lightweight. You can easily have 50,000, or more, active shards per node. This means that you can support 1M concurrently active tenants with just 20 or so nodes. Multi-tenancy is especially useful when you want to store data for multiple customers, or when you want to store data for multiple projects. +### Tenant status + +:::info Multi-tenancy availability +- Tenant activity status setting added in `v1.21` +- `OFFLOADED` status added in `v1.26` +::: + +Tenants can be `ACTIVE`, `INACTIVE`, `OFFLOADED`, `OFFLOADING`, or `ONLOADING`. + +- `ACTIVE` tenants are loaded and available for read and write operations. +- In all other states, the tenant is not available for read or write access. Access attempts return an error message. + - `INACTIVE` tenants are stored on local disk storage for quick activation. + - `OFFLOADED` tenants are stored on cloud storage. This status is useful for long-term storage for tenants that are not frequently accessed. + - `OFFLOADING` tenants are being moved to cloud storage. This is a transient status, and therefore not user-specifiable. + - `ONLOADING` tenants are being loaded from cloud storage. This is a transient status, and therefore not user-specifiable. An `ONLOADING` tenant may be being warmed to a `ACTIVE` status or a `INACTIVE` status. + +For more details on managing tenants, see [Multi-tenancy operations](../manage-data/multi-tenancy.md). + +| Status | Available | Description | User-specifiable | +| :-- | :-- | :-- | :-- | +| `ACTIVE` | Yes | Loaded and available for read/write operations. | Yes | +| `INACTIVE` | No | On local disk storage, no read / write access. Access attempts return an error message. | Yes | +| `OFFLOADED` | No | On cloud storage, no read / write access. Access attempts return an error message. | Yes | +| `OFFLOADING` | No | Being moved to cloud storage, no read / write access. Access attempts return an error message. | No | +| `ONLOADING` | No | Being loaded from cloud storage, no read / write access. Access attempts return an error message. | No | + +:::info Tenant status renamed in `v1.26` +In `v1.26`, the `HOT` status was renamed to `ACTIVE` and the `COLD` status was renamed to `INACTIVE`. +::: + +#### Offloaded tenants + +Frozen, also called "offloaded" tenants, are introduced in Weaviate `v1.26.0`. This requires the relevant `offload-` module to be [enabled](../configuration/modules.md) in the Weaviate cluster. + +As of Weaviate `v1.26.0`, only S3-compatible cloud storage is supported for `OFFLOADED` tenants through the `offload-s3` module. Additional storage options may be added in future releases. + ### Tenancy and IDs Each tenancy is like a namespace, so different tenants could, in theory, have objects with the same IDs. To avoid naming problems, object IDs in multi-tenant clusters combine the tenant ID and the object ID to create an ID that is unique across tenants. @@ -254,29 +287,6 @@ For example, a 9-node test cluster built on `n1-standard-8` machines holds aroun Note that these numbers relate to active tenants only. If you [set unused tenants as `inactive`](../manage-data/multi-tenancy.md#update-tenant-activity-status), the open file per process limit does not apply. -### Lazy shard loading - -:::info Added in `v1.23` -::: - -When Weaviate starts, it loads data from all of the shards in your deployment. This process can take a long time. Prior to v1.23, you have to wait until all of the shards are loaded before you can query your data. Since every tenant is a shard, multi-tenant deployments can have reduced availability after a restart. - -Lazy shard loading allows you to start working with your data sooner. After a restart, shards load in the background. If the shard you want to query is already loaded, you can get your results sooner. If the shard is not loaded yet, Weaviate prioritizes loading that shard and returns a response when it is ready. - -To enable lazy shard loading, set `DISABLE_LAZY_LOAD_SHARDS = false` in your system configuration file. - -### Tenant status - -:::info Added in `v1.21` -::: - -Tenants are `HOT` or `COLD`. Tenant status determines if Weaviate can access the shard. - -| Status | State | Description | -| :-- | :-- | :-- | -|`HOT`| Active | Weaviate can read and write. | -|`COLD`| Inactive | Weaviate cannot read or write. Access attempts return an error message. | - ## Related pages For more information, see the following: diff --git a/developers/weaviate/concepts/storage.md b/developers/weaviate/concepts/storage.md index ffc808fcb..d3bee72b2 100644 --- a/developers/weaviate/concepts/storage.md +++ b/developers/weaviate/concepts/storage.md @@ -62,6 +62,17 @@ Weaviate keeps the vector index as large as possible within a shard. HNSW indice To use multiple CPUs efficiently, create multiple shards for your collection. For the fastest imports, create multiple shards even on a single node. +### Lazy shard loading + +:::info Added in `v1.23` +::: + +When Weaviate starts, it loads data from all of the shards in your deployment. This process can take a long time. Prior to v1.23, you have to wait until all of the shards are loaded before you can query your data. Since every tenant is a shard, multi-tenant deployments can have reduced availability after a restart. + +Lazy shard loading allows you to start working with your data sooner. After a restart, shards load in the background. If the shard you want to query is already loaded, you can get your results sooner. If the shard is not loaded yet, Weaviate prioritizes loading that shard and returns a response when it is ready. + +To enable lazy shard loading, set `DISABLE_LAZY_LOAD_SHARDS = false` in your system configuration file. + ## Persistence and Crash Recovery Both the LSM stores used for object and inverted storage, as well as the HNSW vector index store make use of memory at some point of the ingestion journey. To prevent data loss on a crash, each operation is additionally written into a [Write-Ahead-Log (WAL)](https://martinfowler.com/articles/patterns-of-distributed-systems/wal.html). WALs are append-only files, which are very efficient to write and rarely the bottleneck in ingestion. diff --git a/developers/weaviate/config-refs/env-vars.md b/developers/weaviate/config-refs/env-vars.md index d566c1069..f66047b8f 100644 --- a/developers/weaviate/config-refs/env-vars.md +++ b/developers/weaviate/config-refs/env-vars.md @@ -17,9 +17,8 @@ All other values are interpreted as `false`. | Variable | Description | Type | Example Value | | --- | --- | --- | --- | -| `ASYNC_INDEXING` | Experimental in `v1.22`.

    If set, Weaviate creates vector indexes asynchronously to the object creation process. This can be useful for importing large amounts of data. Default: `false` | `boolean` | `false` | -| `AUTOSCHEMA_ENABLED` | Whether to infer the schema where necessary with the autoschema. Default: `true` | `boolean` | `true` | -| `BACKUP_*` | Various configuration variables for backup provider modules. They are outlined in detail on the [Backups page](/developers/weaviate/configuration/backups.md). | | +| `ASYNC_INDEXING` | (Experimental as of `v1.22`.)

    If set, Weaviate creates vector indexes asynchronously to the object creation process. This can be useful for importing large amounts of data. (default: `false`) | `boolean` | `false` | +| `AUTOSCHEMA_ENABLED` | Whether to infer the schema where necessary with the autoschema (default: `true`) | `boolean` | `true` | | `DEFAULT_VECTORIZER_MODULE` | Default vectorizer module - will be overridden by any class-level value defined in the schema | `string` | `text2vec-contextionary` | | `DISABLE_LAZY_LOAD_SHARDS` | New in v1.23. When `false`, enable lazy shard loading to improve mean time to recovery in multi-tenant deployments. | `string` | `false` | | `DISABLE_TELEMETRY` | Disable [telemetry](./telemetry.md) data collection | boolean | `false` | @@ -58,9 +57,13 @@ All other values are interpreted as `false`. | Variable | Description | Type | Example Value | | --- | --- | --- | --- | +| `BACKUP_*` | Various configuration variables for backup provider modules. They are outlined in detail on the [Backups page](/developers/weaviate/configuration/backups.md). | | | `CLIP_INFERENCE_API` | The endpoint where to reach the clip module if enabled | `string` | `http://multi2vec-clip:8000` | | `CONTEXTIONARY_URL` | Service-Discovery for the contextionary container | `string - URL` | `http://contextionary` | | `IMAGE_INFERENCE_API` | The endpoint where to reach the img2vec-neural module if enabled | `string` | `http://localhost:8000` | +| `OFFLOAD_S3_BUCKET` | The S3 bucket to use for offloading (default: `weaviate-offload`) | `string` | `my-custom-offload-bucket` | +| `OFFLOAD_S3_CONCURRENCY` | The maximum number of parts that will be uploaded/downloaded in parallel during offloading operations (default: `25`) | `string - number` | `10` | +| `OFFLOAD_TIMEOUT` | The request timeout value, in seconds (default: `120`) | `string - number` | `60` | | `TRANSFORMERS_INFERENCE_API` | The endpoint where to reach the transformers module if enabled | `string` | `http://t2v-transformers:8080` | | `USE_SENTENCE_TRANSFORMERS_VECTORIZER` | (EXPERIMENTAL) Use the `sentence-transformer` vectorizer instead of the default vectorizer (from the `transformers` library). Applies to custom images only. | `boolean` | `true` | diff --git a/developers/weaviate/configuration/modules.md b/developers/weaviate/configuration/modules.md index 97c30abbf..dc9a5eaad 100644 --- a/developers/weaviate/configuration/modules.md +++ b/developers/weaviate/configuration/modules.md @@ -113,7 +113,34 @@ services: Your choice of the `text2vec` module does not restrict your choice of `generative` module, or vice versa. ::: +## Tenant offload modules + +### `offload-s3` module + +The `offload-s3` module enables you to [offload tenants](../concepts/data.md#tenant-activity-status) to an S3 bucket. + +To use the `offload-s3` module, enable it by adding it to the `ENABLE_MODULES` environment variable, as shown below. + +```yaml +services: + weaviate: + environment: + # highlight-start + ENABLE_MODULES: 'text2vec-cohere,generative-cohere,offload-s3' + # highlight-end +``` + +The `offload-s3` module reads the following environment variables: + +- `OFFLOAD_S3_BUCKET`: The S3 bucket to which the tenants are offloaded. + - The default is `weaviate-offload`. If the bucket does not exist, it will be created by Weaviate +- `OFFLOAD_S3_CONCURRENCY`: The number of concurrent offload operations. The default is `25`. +- `OFFLOAD_TIMEOUT`: The timeout for offloading operations (create bucket, upload, download). The default is `120` (in seconds) + - Offload operations are asynchronous. As a result, the timeout is for the operation to start, not to complete. + - Each operation will retry up to 10 times on timeouts, except on authentication/authorization errors. + ## Custom modules + See [here](../modules/other-modules/custom-modules.md) how you can create and use your own modules. ## Related pages diff --git a/developers/weaviate/manage-data/multi-tenancy.md b/developers/weaviate/manage-data/multi-tenancy.md index 60eb60570..8933e5c7b 100644 --- a/developers/weaviate/manage-data/multi-tenancy.md +++ b/developers/weaviate/manage-data/multi-tenancy.md @@ -29,6 +29,10 @@ Multi-tenancy provides data isolation. Each tenant is stored on a separate shard +:::info Tenant status renamed in `v1.26` +In `v1.26`, the `HOT` status was renamed to `ACTIVE` and the `COLD` status was renamed to `INACTIVE`. +::: + ## Enable multi-tenancy Multi-tenancy is disabled by default. To enable multi-tenancy, set `multiTenancyConfig`in the collection definition: @@ -160,7 +164,7 @@ Use the client to update the auto-tenant creation setting. Auto-tenant is only a ## Add new tenants manually -To add tenants to a collection, specify the collection and the new tenants. Optionally, specify the tenant activity status as `HOT`(active, default) or `COLD` (inactive). +To add tenants to a collection, specify the collection and the new tenants. Optionally, specify the tenant activity status as `ACTIVE`(available, default), `INACTIVE` (not available, on disk), or `OFFLOADED` (not available, [offloaded to cloud](../concepts/data.md#tenant-status)). This example adds `tenantA` to the `MultiTenancyCollection` collection: @@ -415,7 +419,7 @@ In this example, Weaviate removes `tenantB` and `tenantX` from the `MultiTenancy ## Update tenant activity status -Update existing tenants' activity status to active (`HOT`) or inactive (`COLD`). +Update existing tenants' activity status to active (`ACTIVE`), inactive on disk (`INACTIVE`), or offloaded to cloud (`OFFLOADED`). @@ -452,7 +456,7 @@ Update existing tenants' activity status to active (`HOT`) or inactive (`COLD`). :::info Added in `v1.25.2` ::: -Enable this to automatically activate `COLD` tenants if a read-or-write request comes. This is disabled by default. +Enable this to automatically activate `INACTIVE` tenants if a read-or-write request comes. This is disabled by default. diff --git a/openapi.json b/openapi.json deleted file mode 100644 index 754aea84a..000000000 --- a/openapi.json +++ /dev/null @@ -1,5219 +0,0 @@ -{ - "servers": [ - { - "url": "http://localhost:8080/v1" - } - ], - "basePath": "/v1", - "consumes": [ - "application/json" - ], - "definitions": { - "Link": { - "type": "object", - "properties": { - "href": { - "type": "string", - "description": "target of the link" - }, - "rel": { - "type": "string", - "description": "relationship if both resources are related, e.g. 'next', 'previous', 'parent', etc." - }, - "name": { - "type": "string", - "description": "human readable name of the resource group" - }, - "documentationHref": { - "type": "string", - "description": "weaviate documentation about this resource group" - } - } - }, - "Principal": { - "type": "object", - "properties": { - "username": { - "type": "string", - "description": "The username that was extracted either from the authentication information" - }, - "groups": { - "type": "array", - "items": { - "type": "string" - } - } - } - }, - "C11yWordsResponse": { - "description": "An array of available words and contexts.", - "properties": { - "concatenatedWord": { - "description": "Weighted results for all words", - "type": "object", - "properties": { - "concatenatedWord": { - "type": "string" - }, - "singleWords": { - "type": "array", - "items": { - "format": "string" - } - }, - "concatenatedVector": { - "$ref": "#/definitions/C11yVector" - }, - "concatenatedNearestNeighbors": { - "$ref": "#/definitions/C11yNearestNeighbors" - } - } - }, - "individualWords": { - "description": "Weighted results for per individual word", - "type": "array", - "items": { - "type": "object", - "properties": { - "word": { - "type": "string" - }, - "present": { - "type": "boolean" - }, - "info": { - "type": "object", - "properties": { - "vector": { - "$ref": "#/definitions/C11yVector" - }, - "nearestNeighbors": { - "$ref": "#/definitions/C11yNearestNeighbors" - } - } - } - } - } - } - } - }, - "C11yExtension": { - "description": "A resource describing an extension to the contextinoary, containing both the identifier and the definition of the extension", - "properties": { - "concept": { - "description": "The new concept you want to extend. Must be an all-lowercase single word, or a space delimited compound word. Examples: 'foobarium', 'my custom concept'", - "type": "string", - "example": "foobarium" - }, - "definition": { - "description": "A list of space-delimited words or a sentence describing what the custom concept is about. Avoid using the custom concept itself. An Example definition for the custom concept 'foobarium': would be 'a naturally occurring element which can only be seen by programmers'", - "type": "string" - }, - "weight": { - "description": "Weight of the definition of the new concept where 1='override existing definition entirely' and 0='ignore custom definition'. Note that if the custom concept is not present in the contextionary yet, the weight cannot be less than 1.", - "type": "number", - "format": "float" - } - } - }, - "C11yNearestNeighbors": { - "description": "C11y function to show the nearest neighbors to a word.", - "type": "array", - "items": { - "type": "object", - "properties": { - "word": { - "type": "string" - }, - "distance": { - "type": "number", - "format": "float" - } - } - } - }, - "C11yVector": { - "description": "A vector representation of the object. If provided at object creation, this wil take precedence over any vectorizer setting.", - "type": "array", - "items": { - "type": "number", - "format": "float" - } - }, - "Vector": { - "description": "A vector representation of the object. If provided at object creation, this wil take precedence over any vectorizer setting.", - "type": "array", - "items": { - "type": "number", - "format": "float" - } - }, - "Vectors": { - "description": "A map of named vectors for multi-vector representations.", - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/Vector" - } - }, - "C11yVectorBasedQuestion": { - "description": "Receive question based on array of classes, properties and values.", - "type": "array", - "items": { - "type": "object", - "properties": { - "classVectors": { - "description": "Vectorized classname.", - "type": "array", - "items": { - "type": "number", - "format": "float" - }, - "minItems": 300, - "maxItems": 300 - }, - "classProps": { - "description": "Vectorized properties.", - "type": "array", - "items": { - "type": "object", - "properties": { - "propsVectors": { - "type": "array", - "items": { - "type": "number", - "format": "float" - } - }, - "value": { - "description": "String with valuename.", - "type": "string" - } - } - }, - "minItems": 300, - "maxItems": 300 - } - } - } - }, - "Deprecation": { - "type": "object", - "properties": { - "id": { - "type": "string", - "description": "The id that uniquely identifies this particular deprecations (mostly used internally)" - }, - "status": { - "type": "string", - "description": "Whether the problematic API functionality is deprecated (planned to be removed) or already removed" - }, - "apiType": { - "type": "string", - "description": "Describes which API is effected, usually one of: REST, GraphQL" - }, - "msg": { - "type": "string", - "description": "What this deprecation is about" - }, - "mitigation": { - "type": "string", - "description": "User-required object to not be affected by the (planned) removal" - }, - "sinceVersion": { - "type": "string", - "description": "The deprecation was introduced in this version" - }, - "plannedRemovalVersion": { - "type": "string", - "description": "A best-effort guess of which upcoming version will remove the feature entirely" - }, - "removedIn": { - "type": "string", - "description": "If the feature has already been removed, it was removed in this version", - "x-nullable": true - }, - "removedTime": { - "type": "string", - "format": "date-time", - "description": "If the feature has already been removed, it was removed at this timestamp", - "x-nullable": true - }, - "sinceTime": { - "type": "string", - "format": "date-time", - "description": "The deprecation was introduced in this version" - }, - "locations": { - "type": "array", - "description": "The locations within the specified API affected by this deprecation", - "items": { - "type": "string" - } - } - } - }, - "ErrorResponse": { - "description": "An error response given by Weaviate end-points.", - "properties": { - "error": { - "items": { - "properties": { - "message": { - "type": "string" - } - }, - "type": "object" - }, - "type": "array" - } - }, - "type": "object" - }, - "GraphQLError": { - "description": "An error response caused by a GraphQL query.", - "properties": { - "locations": { - "items": { - "properties": { - "column": { - "format": "int64", - "type": "integer" - }, - "line": { - "format": "int64", - "type": "integer" - } - }, - "type": "object" - }, - "type": "array" - }, - "message": { - "type": "string" - }, - "path": { - "items": { - "type": "string" - }, - "type": "array" - } - } - }, - "GraphQLQuery": { - "description": "GraphQL query based on: http://facebook.github.io/graphql/.", - "properties": { - "operationName": { - "description": "The name of the operation if multiple exist in the query.", - "type": "string" - }, - "query": { - "description": "Query based on GraphQL syntax.", - "type": "string" - }, - "variables": { - "description": "Additional variables for the query.", - "type": "object" - } - }, - "type": "object" - }, - "GraphQLQueries": { - "description": "A list of GraphQL queries.", - "items": { - "$ref": "#/definitions/GraphQLQuery" - }, - "type": "array" - }, - "GraphQLResponse": { - "description": "GraphQL based response: http://facebook.github.io/graphql/.", - "properties": { - "data": { - "additionalProperties": { - "$ref": "#/definitions/JsonObject" - }, - "description": "GraphQL data object.", - "type": "object" - }, - "errors": { - "description": "Array with errors.", - "items": { - "$ref": "#/definitions/GraphQLError" - }, - "x-omitempty": true, - "type": "array" - } - } - }, - "GraphQLResponses": { - "description": "A list of GraphQL responses.", - "items": { - "$ref": "#/definitions/GraphQLResponse" - }, - "type": "array" - }, - "InvertedIndexConfig": { - "description": "Configure the inverted index built into Weaviate", - "properties": { - "cleanupIntervalSeconds": { - "default": 60, - "description": "Asynchronous index clean up happens every n seconds", - "format": "int", - "type": "number" - }, - "bm25": { - "$ref": "#/definitions/BM25Config" - }, - "stopwords": { - "$ref": "#/definitions/StopwordConfig" - }, - "indexTimestamps": { - "default": false, - "description": "Index each object by its internal timestamps", - "type": "boolean" - }, - "indexNullState": { - "default": false, - "description": "Index each object with the null state", - "type": "boolean" - }, - "indexPropertyLength": { - "default": false, - "description": "Index length of properties", - "type": "boolean" - } - }, - "type": "object" - }, - "ShardingConfig": { - "description": "Specify how the index should be sharded and distributed in the cluster", - "properties": { - "desiredCount": { - "description": "(Defaults to the number of nodes in the cluster.) Controls how many shards should be created for this collection index. The typical setting is that a collection should be distributed across all the nodes in the cluster, but you can explicitly set this value to a lower value. If the `desiredCount` is larger than the amount of physical nodes in the cluster, then some nodes will contain multiple shards.", - "type": "integer" - }, - "virtualPerPhysical": { - "description": "Weaviate uses virtual shards. This helps in reducing the amount of data moved when resharding", - "default": 128, - "type": "integer" - } - }, - "type": "object" - }, - "ReplicationConfig": { - "description": "Configure how replication is executed in a cluster", - "properties": { - "factor": { - "default": 1, - "description": "Number of times a class is replicated", - "type": "integer" - } - }, - "type": "object" - }, - "BM25Config": { - "description": "tuning parameters for the BM25 algorithm", - "properties": { - "k1": { - "default": 1.2, - "description": "Calibrates term-weight scaling based on the term frequency within a document", - "format": "float", - "type": "number" - }, - "b": { - "default": 0.75, - "description": "Calibrates term-weight scaling based on the document length", - "format": "float", - "type": "number" - } - }, - "type": "object" - }, - "StopwordConfig": { - "description": "fine-grained control over stopword list usage", - "properties": { - "preset": { - "default": "en", - "enum": ["en", "none"], - "description": "pre-existing list of common words by language", - "type": "string" - }, - "additions": { - "default": [], - "description": "Stopwords to be considered additionally. Can be any array of custom strings.", - "type": "array", - "items": { - "type": "string" - } - }, - "removals": { - "default": [], - "description": "stopwords to be removed from consideration. Can be any array of custom strings.", - "type": "array", - "items": { - "type": "string" - } - } - }, - "type": "object" - }, - "MultiTenancyConfig": { - "description": "Configuration related to multi-tenancy within a class", - "properties": { - "enabled": { - "default": false, - "description": "Whether or not multi-tenancy is enabled for this class", - "type": "boolean", - "x-omitempty": false - } - } - }, - "JsonObject": { - "description": "JSON object value.", - "type": "object" - }, - "Meta": { - "description": "Contains meta information of the current Weaviate instance.", - "properties": { - "hostname": { - "description": "The url of the host.", - "format": "url", - "type": "string" - }, - "version": { - "description": "The Weaviate server version.", - "type": "string" - }, - "modules": { - "description": "Module-specific meta information.", - "type": "object" - } - }, - "type": "object" - }, - "MultipleRef": { - "description": "Multiple instances of references to other objects.", - "items": { - "$ref": "#/definitions/SingleRef" - }, - "type": "array" - }, - "PatchDocumentObject": { - "description": "Either a JSONPatch document as defined by RFC 6902 (from, op, path, value), or a merge document (RFC 7396).", - "properties": { - "from": { - "description": "A string containing a JSON Pointer value.", - "type": "string" - }, - "op": { - "description": "The operation to be performed.", - "enum": [ - "add", - "remove", - "replace", - "move", - "copy", - "test" - ], - "type": "string" - }, - "path": { - "description": "A JSON-Pointer.", - "type": "string" - }, - "value": { - "description": "The value to be used within the operations.", - "type": "object" - }, - "merge": { - "$ref": "#/definitions/Object" - } - }, - "required": [ - "op", - "path" - ] - }, - "PatchDocumentAction": { - "description": "Either a JSONPatch document as defined by RFC 6902 (from, op, path, value), or a merge document (RFC 7396).", - "properties": { - "from": { - "description": "A string containing a JSON Pointer value.", - "type": "string" - }, - "op": { - "description": "The operation to be performed.", - "enum": [ - "add", - "remove", - "replace", - "move", - "copy", - "test" - ], - "type": "string" - }, - "path": { - "description": "A JSON-Pointer.", - "type": "string" - }, - "value": { - "description": "The value to be used within the operations.", - "type": "object" - }, - "merge": { - "$ref": "#/definitions/Object" - } - }, - "required": [ - "op", - "path" - ] - }, - "PeerUpdate": { - "description": "A single peer in the network.", - "properties": { - "id": { - "description": "The session ID of the peer.", - "type": "string", - "format": "uuid" - }, - "name": { - "description": "Human readable name.", - "type": "string" - }, - "uri": { - "description": "The location where the peer is exposed to the internet.", - "type": "string", - "format": "uri" - }, - "schemaHash": { - "description": "The latest known hash of the peer's schema.", - "type": "string" - } - } - }, - "PeerUpdateList": { - "description": "List of known peers.", - "items": { - "$ref": "#/definitions/PeerUpdate" - }, - "type": "array" - }, - "VectorWeights": { - "description": "Allow custom overrides of vector weights as math expressions in word-based vectorization models. E.g. \"pancake\": \"7\" will set the weight for the word pancake to 7 in the vectorization, whereas \"w * 3\" would triple the originally calculated word.", - "type": "object" - }, - "PropertySchema": { - "description": "Names and values of an individual property. A returned response may also contain additional metadata, such as from classification or feature projection.", - "type": "object" - }, - "SchemaHistory": { - "description": "This is an open object, with OpenAPI Specification 3.0 this will be more detailed. See Weaviate docs for more info. In the future this will become a key/value OR a SingleRef definition.", - "type": "object" - }, - "Schema": { - "description": "Definitions of semantic schemas (also see: https://github.com/weaviate/weaviate-semantic-schemas).", - "properties": { - "classes": { - "description": "Semantic classes that are available.", - "items": { - "$ref": "#/definitions/Class" - }, - "type": "array" - }, - "maintainer": { - "description": "Email of the maintainer.", - "format": "email", - "type": "string" - }, - "name": { - "description": "Name of the schema.", - "type": "string" - } - }, - "type": "object" - }, - "SchemaClusterStatus": { - "description": "Indicates the health of the schema in a cluster.", - "properties": { - "healthy": { - "description": "True if the cluster is in sync, false if there is an issue (see error).", - "type": "boolean", - "x-omitempty": false - }, - "error": { - "description": "Contains the sync check error if one occurred", - "type": "string", - "x-omitempty": true - }, - "hostname": { - "description": "Hostname of the coordinating node, i.e. the one that received the cluster. This can be useful information if the error message contains phrases such as 'other nodes agree, but local does not', etc.", - "type": "string" - }, - "nodeCount": { - "description": "Number of nodes that participated in the sync check", - "type": "number", - "format": "int" - }, - "ignoreSchemaSync": { - "description": "The cluster check at startup can be ignored (to recover from an out-of-sync situation).", - "type": "boolean", - "x-omitempty": false - } - }, - "type": "object" - }, - "Class": { - "required": ["class"], - "properties": { - "class": { - "description": "Name of the collection (a.k.a. class). Multiple words should be concatenated in CamelCase, e.g. `ArticleAuthor`.", - "type": "string" - }, - "vectorConfig": { - "description": "Configure named vectors (https://weaviate.io/developers/weaviate/config-refs/schema/multi-vector). Either use this field or `vectorizer`, `vectorIndexType`, and `vectorIndexConfig` fields. Available from `v1.24.0`.", - "type": "object", - "properties": { - "": { - "$ref": "#/definitions/VectorConfig" - } - } - }, - "vectorIndexType": { - "$ref": "#/definitions/VectorIndexType" - }, - "vectorIndexConfig": { - "$ref": "#/definitions/VectorIndexConfig" - }, - "shardingConfig": { - "$ref": "#/definitions/ShardingConfig" - }, - "replicationConfig": { - "$ref": "#/definitions/ReplicationConfig" - }, - "invertedIndexConfig": { - "$ref": "#/definitions/InvertedIndexConfig" - }, - "multiTenancyConfig": { - "$ref": "#/definitions/MultiTenancyConfig" - }, - "vectorizer": { - "$ref": "#/definitions/Vectorizer" - }, - "moduleConfig": { - "description": "Configuration specific to modules in a collection context.", - "type": "object", - "properties": { - "": { - "$ref": "#/definitions/CollectionModuleConfig" - } - } - }, - "description": { - "description": "Description of the collection for documentation purposes.", - "type": "string" - }, - "properties": { - "description": "Define properties of the collection.", - "items": { - "$ref": "#/definitions/Property" - }, - "type": "array" - } - }, - "type": "object" - }, - "Property": { - "required": ["name", "dataType"], - "properties": { - "dataType": { - "$ref": "#/definitions/DataType" - }, - "description": { - "$ref": "#/definitions/PropertyDescription" - }, - "moduleConfig": { - "description": "Configuration specific to modules in a property context.", - "type": "object", - "properties": { - "": { - "$ref": "#/definitions/PropertyModuleConfig" - } - } - }, - "name": { - "$ref": "#/definitions/PropertyName" - }, - "indexInverted": { - "description": "(Deprecated) Whether to include this property in the inverted index. If `false`, this property cannot be used in `where` filters, `bm25` or `hybrid` search.

    Unrelated to vectorization behavior (deprecated as of v1.19; use indexFilterable or/and indexSearchable instead)", - "type": "boolean", - "default": true, - "x-nullable": true - }, - "indexFilterable": { - "$ref": "#/definitions/IndexFilterable" - }, - "indexSearchable": { - "$ref": "#/definitions/IndexSearchable" - }, - "tokenization": { - "$ref": "#/definitions/Tokenization" - }, - "nestedProperties": { - "description": "The properties of the nested object(s). Applies to object and object[] data types.", - "items": { - "$ref": "#/definitions/NestedProperty" - }, - "type": "array", - "x-omitempty": true - } - }, - "type": "object" - }, - "CollectionModuleConfig": { - "description": "E.g. `text2vec-transformers`, `text2vec-openai`.", - "properties": { - "vectorizeClassName": { - "description": "Whether the name of the collection is used in determining the object vector.", - "default": true, - "type": "boolean" - } - }, - "type": "object" - }, - "PropertyModuleConfig": { - "description": "E.g. `text2vec-transformers`, `text2vec-openai`.", - "properties": { - "skip": { - "description": "If true, the whole property will NOT be included in vectorization.", - "default": false, - "type": "boolean" - }, - "vectorizePropertyName": { - "description": "Whether the name of the property is used in determining the object vector.", - "default": true, - "type": "boolean" - } - }, - "type": "object" - }, - "VectorConfig": { - "description": "Configuration of each named vector.", - "properties": { - "vectorizer": { - "$ref": "#/definitions/Vectorizer" - }, - "vectorIndexType": { - "$ref": "#/definitions/VectorIndexType" - }, - "vectorIndexConfig": { - "$ref": "#/definitions/VectorIndexConfig" - } - }, - "type": "object" - }, - "Vectorizer": { - "description": "Vectorizer for this collection (e.g. `text2vec-transformers`). This will override any cluster-wide default set by an environment variable.

    If `none`, you must import a vector with each object yourself.", - "type": "string", - "enum": ["none", ""] - }, - "VectorIndexType": { - "description": "Name of the vector index to use, eg. (HNSW)", - "default": "hnsw", - "type": "string", - "enum": ["hnsw", "flat"] - }, - "VectorIndexConfig": { - "description": "Vector index type specific settings. See the [vector index configuration page](https://weaviate.io/developers/weaviate/config-refs/schema/vector-index) for more details", - "type": "object" - }, - "Tokenization": { - "description": "Set tokenization of the property as separate words or whole field. Applies to text and text[] data types.", - "type": "string", - "default": "word", - "enum": [ - "word", - "lowercase", - "whitespace", - "field", - "trigram", - "gse" - ] - }, - "IndexFilterable": { - "description": "Whether to include this property in the filterable, Roaring Bitmap index. If `false`, this property cannot be used in `where` filters.

    Unrelated to vectorization behavior.", - "default": true, - "type": "boolean", - "x-nullable": true - }, - "IndexSearchable": { - "description": "Whether to include this property in the searchable, inverted index. If `false`, this property cannot be used in `bm25` or `hybrid` searches.

    Unrelated to vectorization behavior.", - "default": true, - "type": "boolean", - "x-nullable": true - }, - "PropertyName": { - "description": "The name of the property. Multiple words should be concatenated in camelCase, e.g. `nameOfAuthor`.", - "type": "string" - }, - "DataType": { - "description": "Data type of the property. If it starts with a capital (for example Person), may be a reference to another type.", - "items": { - "type": "string", - "enum": ["string", "string[]", "object", "object[]", "int", "int[]", "number", "number[]", "date", "date[]", "uuid", "uuid[]", "geoCoordinates", "phoneNumber", "blob", ""] - }, - "type": "array" - }, - "PropertyDescription": { - "description": "Description of the property for documentation purposes.", - "type": "string" - }, - "NestedProperty": { - "required": ["name", "dataType"], - "properties": { - "name": { - "$ref": "#/definitions/PropertyName" - }, - "dataType": { - "$ref": "#/definitions/DataType" - }, - "description": { - "$ref": "#/definitions/PropertyDescription" - }, - "indexFilterable": { - "$ref": "#/definitions/IndexFilterable" - }, - "indexSearchable": { - "$ref": "#/definitions/IndexSearchable" - }, - "tokenization": { - "$ref": "#/definitions/Tokenization" - }, - "nestedProperties": { - "description": "Specify the properties of the nested object(s) as required.", - "items": { - "$ref": "#/definitions/NestedProperty" - }, - "type": "array", - "x-omitempty": true - } - }, - "type": "object" - }, - "ShardStatusList": { - "description": "The status of all the shards of a Class", - "items": { - "$ref": "#/definitions/ShardStatusGetResponse" - }, - "type": "array" - }, - "ShardStatusGetResponse": { - "description": "Response body of shard status get request", - "properties": { - "name": { - "description": "Name of the shard", - "type": "string" - }, - "status": { - "description": "Status of the shard", - "type": "string" - }, - "vectorQueueSize": { - "description": "Size of the vector queue of the shard", - "type": "integer", - "x-omitempty": false - } - } - }, - "ShardStatus": { - "description": "The status of a single shard", - "properties": { - "status": { - "description": "Status of the shard", - "type": "string" - } - } - }, - "BackupCreateStatusResponse": { - "description": "The definition of a backup create metadata", - "properties": { - "id": { - "description": "The ID of the backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed.", - "type": "string" - }, - "backend": { - "description": "Backup backend name e.g. filesystem, gcs, s3.", - "type": "string" - }, - "path": { - "description": "destination path of backup files proper to selected backend", - "type": "string" - }, - "error": { - "description": "error message if creation failed", - "type": "string" - }, - "status": { - "description": "phase of backup creation process", - "type": "string", - "default": "STARTED", - "enum": [ - "STARTED", - "TRANSFERRING", - "TRANSFERRED", - "SUCCESS", - "FAILED" - ] - } - } - }, - "BackupRestoreStatusResponse": { - "description": "The definition of a backup restore metadata", - "properties": { - "id": { - "description": "The ID of the backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed.", - "type": "string" - }, - "backend": { - "description": "Backup backend name e.g. filesystem, gcs, s3.", - "type": "string" - }, - "path": { - "description": "destination path of backup files proper to selected backup backend", - "type": "string" - }, - "error": { - "description": "error message if restoration failed", - "type": "string" - }, - "status": { - "description": "phase of backup restoration process", - "type": "string", - "default": "STARTED", - "enum": [ - "STARTED", - "TRANSFERRING", - "TRANSFERRED", - "SUCCESS", - "FAILED" - ] - } - } - }, - "BackupConfig": { - "description": "Backup custom configuration", - "type": "object", - "properties": { - "CPUPercentage": { - "description": "Desired CPU core utilization ranging from 1%-80%", - "type": "integer", - "default": 50, - "minimum": 1, - "maximum": 80, - "x-nullable": false - }, - "ChunkSize": { - "description": "Aimed chunk size, with a minimum of 2MB, default of 128MB, and a maximum of 512MB. The actual chunk size may vary.", - "type": "integer", - "default": 128, - "minimum": 2, - "maximum": 512, - "x-nullable": false - }, - "CompressionLevel": { - "description": "Compression level used by compression algorithm", - "type": "string", - "default": "DefaultCompression", - "x-nullable": false, - "enum": [ - "DefaultCompression", - "BestSpeed", - "BestCompression" - ] - } - } - }, - "RestoreConfig": { - "description": "Backup custom configuration", - "type": "object", - "properties": { - "CPUPercentage": { - "description": "Desired CPU core utilization ranging from 1%-80%", - "type": "integer", - "default": 50, - "minimum": 1, - "maximum": 80, - "x-nullable": false - } - } - }, - "BackupCreateRequest": { - "required": ["id"], - "description": "Request body for creating a backup of a set of classes", - "properties": { - "id": { - "description": "The ID of the backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed.", - "type": "string" - }, - "config": { - "description": "Custom configuration for the backup creation process.", - "type": "object", - "$ref": "#/definitions/BackupConfig" - }, - "include": { - "description": "List of collections to include in the backup creation process. If not set, all collections are included. Cannot be used together with `exclude`.", - "type": "array", - "items": { - "type": "string" - } - }, - "exclude": { - "description": "List of collections to exclude from the backup creation process. If not set, all collections are included. Cannot be used together with `include`.", - "type": "array", - "items": { - "type": "string" - } - } - } - }, - "BackupCreateResponse": { - "description": "The definition of a backup create response body", - "properties": { - "id": { - "description": "The ID of the backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed.", - "type": "string" - }, - "classes": { - "description": "The list of classes for which the backup creation process was started", - "type": "array", - "items": { - "type": "string" - } - }, - "backend": { - "description": "Backup backend name e.g. filesystem, gcs, s3.", - "type": "string" - }, - "path": { - "description": "destination path of backup files proper to selected backend", - "type": "string" - }, - "error": { - "description": "error message if creation failed", - "type": "string" - }, - "status": { - "description": "phase of backup creation process", - "type": "string", - "default": "STARTED", - "enum": [ - "STARTED", - "TRANSFERRING", - "TRANSFERRED", - "SUCCESS", - "FAILED" - ] - } - } - }, - "BackupRestoreRequest": { - "description": "Request body for restoring a backup for a set of classes", - "properties": { - "config": { - "description": "Custom configuration for the backup restoration process", - "type": "object", - "$ref": "#/definitions/RestoreConfig" - }, - "include": { - "description": "List of collections to include in the backup restoration process. If not set, all collections are included. Cannot be used together with `exclude`.", - "type": "array", - "items": { - "type": "string" - } - }, - "exclude": { - "description": "List of collections to exclude from the backup restoration process. If not set, all collections are included. Cannot be used together with `include`.", - "type": "array", - "items": { - "type": "string" - } - }, - "node_mapping": { - "description": "Allows overriding the node names stored in the backup with different ones. Useful when restoring backups to a different environment.", - "type": "object", - "additionalProperties": { - "type": "string" - } - } - } - }, - "BackupRestoreResponse": { - "description": "The definition of a backup restore response body", - "properties": { - "id": { - "description": "The ID of the backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed.", - "type": "string" - }, - "classes": { - "description": "The list of classes for which the backup restoration process was started", - "type": "array", - "items": { - "type": "string" - } - }, - "backend": { - "description": "Backup backend name e.g. filesystem, gcs, s3.", - "type": "string" - }, - "path": { - "description": "destination path of backup files proper to selected backend", - "type": "string" - }, - "error": { - "description": "error message if restoration failed", - "type": "string" - }, - "status": { - "description": "phase of backup restoration process", - "type": "string", - "default": "STARTED", - "enum": [ - "STARTED", - "TRANSFERRING", - "TRANSFERRED", - "SUCCESS", - "FAILED" - ] - } - } - }, - "NodeStats": { - "description": "The summary of Weaviate's statistics.", - "properties": { - "shardCount": { - "description": "The count of Weaviate's shards. To see this value, set `output` to `verbose`.", - "format": "int", - "type": "number", - "x-omitempty": false - }, - "objectCount": { - "description": "The total number of objects in DB.", - "format": "int64", - "type": "number", - "x-omitempty": false - } - } - }, - "BatchStats": { - "description": "The summary of a nodes batch queue congestion status.", - "properties": { - "queueLength": { - "description": "How many objects are currently in the batch queue.", - "format": "int", - "type": "number", - "x-omitempty": true, - "x-nullable": true - }, - "ratePerSecond": { - "description": "How many objects are approximately processed from the batch queue per second.", - "format": "int", - "type": "number", - "x-omitempty": false - } - } - }, - "NodeShardStatus": { - "description": "The definition of a node shard status response body", - "properties": { - "name": { - "description": "The name of the shard.", - "type": "string", - "x-omitempty": false - }, - "class": { - "description": "The name of shard's class.", - "type": "string", - "x-omitempty": false - }, - "objectCount": { - "description": "The number of objects in shard.", - "format": "int64", - "type": "number", - "x-omitempty": false - }, - "vectorIndexingStatus": { - "description": "The status of the vector indexing process.", - "format": "string", - "x-omitempty": false - }, - "compressed": { - "description": "The status of vector compression/quantization.", - "format": "boolean", - "x-omitempty": false - }, - "vectorQueueLength": { - "description": "The length of the vector indexing queue.", - "format": "int64", - "type": "number", - "x-omitempty": false - }, - "loaded": { - "description": "The load status of the shard.", - "type": "boolean", - "x-omitempty": false - } - } - }, - "NodeStatus": { - "description": "The definition of a backup node status response body", - "properties": { - "name": { - "description": "The name of the node.", - "type": "string" - }, - "status": { - "description": "Node's status.", - "type": "string", - "default": "HEALTHY", - "enum": [ - "HEALTHY", - "UNHEALTHY", - "UNAVAILABLE", - "TIMEOUT", - "INDEXING" - ] - }, - "version": { - "description": "The version of Weaviate.", - "type": "string" - }, - "gitHash": { - "description": "The gitHash of Weaviate.", - "type": "string" - }, - "stats": { - "description": "Weaviate overall statistics.", - "type": "object", - "$ref": "#/definitions/NodeStats" - }, - "batchStats": { - "description": "Weaviate batch statistics.", - "type": "object", - "$ref": "#/definitions/BatchStats" - }, - "shards": { - "description": "The list of the shards with it's statistics.", - "type": "array", - "items": { - "$ref": "#/definitions/NodeShardStatus" - } - } - } - }, - "NodesStatusResponse": { - "description": "The status of all of the Weaviate nodes", - "type": "object", - "properties": { - "nodes": { - "type": "array", - "items": { - "$ref": "#/definitions/NodeStatus" - } - } - } - }, - "SingleRef": { - "description": "Either set beacon (direct reference) or set class and schema (concept reference)", - "properties": { - "class": { - "description": "If using a concept reference (rather than a direct reference), specify the desired class name here", - "format": "uri", - "type": "string" - }, - "schema": { - "description": "If using a concept reference (rather than a direct reference), specify the desired properties here", - "$ref": "#/definitions/PropertySchema" - }, - "beacon": { - "description": "If using a direct reference, specify the URI to point to the cross-ref here. Should be in the form of weaviate://localhost/ for the example of a local cross-ref to an object", - "format": "uri", - "type": "string" - }, - "href": { - "description": "If using a direct reference, this read-only fields provides a link to the referenced resource. If 'origin' is globally configured, an absolute URI is shown - a relative URI otherwise.", - "format": "uri", - "type": "string" - }, - "classification": { - "description": "Additional Meta information about classifications if the item was part of one", - "$ref": "#/definitions/ReferenceMetaClassification" - } - } - }, - "AdditionalProperties": { - "description": "(Response only) Additional meta information about a single object.", - "type": "object", - "additionalProperties": { - "type": "object" - } - }, - "ReferenceMetaClassification": { - "description": "This meta field contains additional info about the classified reference property", - "properties": { - "overallCount": { - "description": "overall neighbors checked as part of the classification. In most cases this will equal k, but could be lower than k - for example if not enough data was present", - "type": "number", - "format": "int64" - }, - "winningCount": { - "description": "size of the winning group, a number between 1..k", - "type": "number", - "format": "int64" - }, - "losingCount": { - "description": "size of the losing group, can be 0 if the winning group size equals k", - "type": "number", - "format": "int64" - }, - "closestOverallDistance": { - "description": "The lowest distance of any neighbor, regardless of whether they were in the winning or losing group", - "type": "number", - "format": "float32" - }, - "winningDistance": { - "description": "deprecated - do not use, to be removed in 0.23.0", - "type": "number", - "format": "float32" - }, - "meanWinningDistance": { - "description": "Mean distance of all neighbors from the winning group", - "type": "number", - "format": "float32" - }, - "closestWinningDistance": { - "description": "Closest distance of a neighbor from the winning group", - "type": "number", - "format": "float32" - }, - "closestLosingDistance": { - "description": "The lowest distance of a neighbor in the losing group. Optional. If k equals the size of the winning group, there is no losing group", - "type": "number", - "format": "float32", - "x-nullable": true - }, - "losingDistance": { - "description": "deprecated - do not use, to be removed in 0.23.0", - "type": "number", - "format": "float32", - "x-nullable": true - }, - "meanLosingDistance": { - "description": "Mean distance of all neighbors from the losing group. Optional. If k equals the size of the winning group, there is no losing group.", - "type": "number", - "format": "float32", - "x-nullable": true - } - } - }, - "BatchReference": { - "properties": { - "from": { - "description": "Long-form beacon-style URI to identify the source of the cross-ref including the property name. Should be in the form of weaviate://localhost////, where must be one of 'objects', 'objects' and and must represent the cross-ref property of source class to be used.", - "format": "uri", - "type": "string", - "example": "weaviate://localhost/Zoo/a5d09582-4239-4702-81c9-92a6e0122bb4/hasAnimals" - }, - "to": { - "description": "Short-form URI to point to the cross-ref. Should be in the form of weaviate://localhost/ for the example of a local cross-ref to an object", - "example": "weaviate://localhost/97525810-a9a5-4eb0-858a-71449aeb007f", - "format": "uri", - "type": "string" - }, - "tenant": { - "type": "string", - "description": "Name of the reference tenant." - } - } - }, - "BatchReferenceResponse": { - "allOf": [ - { - "$ref": "#/definitions/BatchReference" - }, - { - "properties": { - "result": { - "description": "Results for this specific reference.", - "format": "object", - "properties": { - "status": { - "type": "string", - "default": "SUCCESS", - "enum": [ - "SUCCESS", - "PENDING", - "FAILED" - ] - }, - "errors": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - } - ], - "type": "object" - }, - "GeoCoordinates": { - "properties": { - "latitude": { - "description": "The latitude of the point on earth in decimal form", - "format": "float", - "type": "number", - "x-nullable": true - }, - "longitude": { - "description": "The longitude of the point on earth in decimal form", - "format": "float", - "type": "number", - "x-nullable": true - } - } - }, - "PhoneNumber": { - "properties": { - "input": { - "description": "The raw input as the phone number is present in your raw data set. It will be parsed into the standardized formats if valid.", - "type": "string" - }, - "internationalFormatted": { - "description": "Read-only. Parsed result in the international format (e.g. +49 123 ...)", - "type": "string" - }, - "defaultCountry": { - "description": "Optional. The ISO 3166-1 alpha-2 country code. This is used to figure out the correct countryCode and international format if only a national number (e.g. 0123 4567) is provided", - "type": "string" - }, - "countryCode": { - "description": "Read-only. The numerical country code (e.g. 49)", - "format": "uint64", - "type": "number" - }, - "national": { - "description": "Read-only. The numerical representation of the national part", - "format": "uint64", - "type": "number" - }, - "nationalFormatted": { - "description": "Read-only. Parsed result in the national format (e.g. 0123 456789)", - "type": "string" - }, - "valid": { - "description": "Read-only. Indicates whether the parsed number is a valid phone number", - "type": "boolean" - } - } - }, - "Object": { - "properties": { - "class": { - "description": "The object collection name.", - "type": "string" - }, - "vectorWeights": { - "$ref": "#/definitions/VectorWeights" - }, - "properties": { - "$ref": "#/definitions/PropertySchema" - }, - "id": { - "description": "ID of the object.", - "format": "uuid", - "type": "string" - }, - "creationTimeUnix": { - "description": "(Response only) Timestamp of creation of this object in milliseconds since epoch UTC.", - "format": "int64", - "type": "integer" - }, - "lastUpdateTimeUnix": { - "description": "(Response only) Timestamp of the last object update in milliseconds since epoch UTC.", - "format": "int64", - "type": "integer" - }, - "vector": { - "description": "This field returns vectors associated with the Object. C11yVector, Vector or Vectors values are possible.", - "$ref": "#/definitions/C11yVector" - }, - "vectors": { - "description": "This field returns vectors associated with the Object.", - "$ref": "#/definitions/Vectors" - }, - "tenant": { - "description": "Name of the tenant.", - "type": "string" - }, - "additional": { - "$ref": "#/definitions/AdditionalProperties" - } - }, - "type": "object" - }, - "ObjectsGetResponse": { - "allOf": [ - { - "$ref": "#/definitions/Object" - }, - { - "properties": { - "deprecations": { - "type": "array", - "items": { - "$ref": "#/definitions/Deprecation" - } - } - } - }, - { - "properties": { - "result": { - "description": "Results for this specific Object.", - "format": "object", - "properties": { - "status": { - "type": "string", - "default": "SUCCESS", - "enum": [ - "SUCCESS", - "PENDING", - "FAILED" - ] - }, - "errors": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - } - ], - "type": "object" - }, - "BatchDelete": { - "type": "object", - "properties": { - "match": { - "description": "Outlines how to find the objects to be deleted.", - "type": "object", - "properties": { - "class": { - "description": "Class (name) which objects will be deleted.", - "type": "string", - "example": "City" - }, - "where": { - "description": "Filter to limit the objects to be deleted.", - "type": "object", - "$ref": "#/definitions/WhereFilter" - } - } - }, - "output": { - "description": "Controls the verbosity of the output.", - "type": "string", - "default": "minimal", - "enum": [ - "minimal", - "verbose" - ] - }, - "dryRun": { - "description": "If true, the call will show which objects would be matched using the specified filter without deleting any objects.

    Depending on the configured verbosity, you will either receive a count of affected objects, or a list of IDs.", - "type": "boolean", - "default": false - } - } - }, - "BatchDeleteResponse": { - "description": "Delete Objects response.", - "type": "object", - "properties": { - "match": { - "description": "Outlines how to find the objects to be deleted.", - "type": "object", - "properties": { - "class": { - "description": "Class (name) which objects will be deleted.", - "type": "string", - "example": "City" - }, - "where": { - "description": "Filter to limit the objects to be deleted.", - "type": "object", - "$ref": "#/definitions/WhereFilter" - } - } - }, - "output": { - "description": "Controls the verbosity of the output.", - "type": "string", - "default": "minimal", - "enum": [ - "minimal", - "verbose" - ] - }, - "dryRun": { - "description": "If true, objects will not be deleted yet, but merely listed. Defaults to false.", - "type": "boolean", - "default": false - }, - "results": { - "type": "object", - "properties": { - "matches": { - "description": "How many objects were matched by the filter.", - "type": "number", - "format": "int64", - "x-omitempty": false - }, - "limit": { - "description": "The most amount of objects that can be deleted in a single query, equals QUERY_MAXIMUM_RESULTS.", - "type": "number", - "format": "int64", - "x-omitempty": false - }, - "successful": { - "description": "How many objects were successfully deleted in this round.", - "type": "number", - "format": "int64", - "x-omitempty": false - }, - "failed": { - "description": "How many objects should have been deleted but could not be deleted.", - "type": "number", - "format": "int64", - "x-omitempty": false - }, - "objects": { - "description": "With output set to \"minimal\" only objects with error occurred will the be described. Successfully deleted objects would be omitted. Output set to \"verbose\" will list all of the objets with their respective statuses.", - "type": "array", - "items": { - "description": "Results for this specific Object.", - "format": "object", - "properties": { - "id": { - "description": "ID of the Object.", - "format": "uuid", - "type": "string" - }, - "status": { - "type": "string", - "default": "SUCCESS", - "enum": [ - "SUCCESS", - "DRYRUN", - "FAILED" - ] - }, - "errors": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - } - } - } - }, - "ObjectsListResponse": { - "description": "List of Objects.", - "properties": { - "objects": { - "description": "The actual list of Objects.", - "items": { - "$ref": "#/definitions/Object" - }, - "type": "array" - }, - "deprecations": { - "type": "array", - "items": { - "$ref": "#/definitions/Deprecation" - } - }, - "totalResults": { - "description": "The total number of Objects for the query. The number of items in a response may be smaller due to paging.", - "format": "int64", - "type": "integer" - } - }, - "type": "object" - }, - "Classification": { - "description": "Manage classifications, trigger them and view status of past classifications.", - "properties": { - "id": { - "description": "ID to uniquely identify this classification run", - "format": "uuid", - "type": "string", - "example": "ee722219-b8ec-4db1-8f8d-5150bb1a9e0c" - }, - "class": { - "description": "class (name) which is used in this classification", - "type": "string", - "example": "City" - }, - "classifyProperties": { - "description": "which ref-property to set as part of the classification", - "type": "array", - "items": { - "type": "string" - }, - "example": [ - "inCountry" - ] - }, - "basedOnProperties": { - "description": "base the text-based classification on these fields (of type text)", - "type": "array", - "items": { - "type": "string" - }, - "example": [ - "description" - ] - }, - "status": { - "description": "status of this classification", - "type": "string", - "enum": [ - "running", - "completed", - "failed" - ], - "example": "running" - }, - "meta": { - "description": "additional meta information about the classification", - "type": "object", - "$ref": "#/definitions/ClassificationMeta" - }, - "type": { - "description": "which algorithm to use for classifications", - "type": "string" - }, - "settings": { - "description": "classification-type specific settings", - "type": "object" - }, - "error": { - "description": "error message if status == failed", - "type": "string", - "default": "", - "example": "classify xzy: something went wrong" - }, - "filters": { - "type": "object", - "properties": { - "sourceWhere": { - "description": "limit the objects to be classified", - "type": "object", - "$ref": "#/definitions/WhereFilter" - }, - "trainingSetWhere": { - "description": "Limit the training objects to be considered during the classification. Can only be used on types with explicit training sets, such as 'knn'", - "type": "object", - "$ref": "#/definitions/WhereFilter" - }, - "targetWhere": { - "description": "Limit the possible sources when using an algorithm which doesn't really on training data, e.g. 'contextual'. When using an algorithm with a training set, such as 'knn', limit the training set instead", - "type": "object", - "$ref": "#/definitions/WhereFilter" - } - } - } - }, - "type": "object" - }, - "ClassificationMeta": { - "description": "Additional information to a specific classification", - "properties": { - "started": { - "description": "time when this classification was started", - "type": "string", - "format": "date-time", - "example": "2017-07-21T17:32:28Z" - }, - "completed": { - "description": "time when this classification finished", - "type": "string", - "format": "date-time", - "example": "2017-07-21T17:32:28Z" - }, - "count": { - "description": "number of objects which were taken into consideration for classification", - "type": "integer", - "example": 147 - }, - "countSucceeded": { - "description": "number of objects successfully classified", - "type": "integer", - "example": 140 - }, - "countFailed": { - "description": "number of objects which could not be classified - see error message for details", - "type": "integer", - "example": 7 - } - }, - "type": "object" - }, - "WhereFilter": { - "description": "Filter search results using a where filter", - "properties": { - "operands": { - "description": "combine multiple where filters, requires 'And' or 'Or' operator", - "type": "array", - "items": { - "$ref": "#/definitions/WhereFilter" - } - }, - "operator": { - "description": "operator to use", - "type": "string", - "enum": [ - "And", - "Or", - "Equal", - "Like", - "NotEqual", - "GreaterThan", - "GreaterThanEqual", - "LessThan", - "LessThanEqual", - "WithinGeoRange", - "IsNull", - "ContainsAny", - "ContainsAll" - ], - "example": "GreaterThanEqual" - }, - "path": { - "description": "path to the property currently being filtered", - "type": "array", - "items": { - "type": "string" - }, - "example": [ - "inCity", - "City", - "name" - ] - }, - "valueInt": { - "description": "value as integer", - "type": "integer", - "format": "int64", - "example": 2000, - "x-nullable": true - }, - "valueNumber": { - "description": "value as number/float", - "type": "number", - "format": "float64", - "example": 3.14, - "x-nullable": true - }, - "valueBoolean": { - "description": "value as boolean", - "type": "boolean", - "example": false, - "x-nullable": true - }, - "valueString": { - "description": "value as text (deprecated as of v1.19; alias for valueText)", - "type": "string", - "example": "my search term", - "x-nullable": true - }, - "valueText": { - "description": "value as text", - "type": "string", - "example": "my search term", - "x-nullable": true - }, - "valueDate": { - "description": "value as date (as string)", - "type": "string", - "example": "TODO", - "x-nullable": true - }, - "valueIntArray": { - "description": "value as integer", - "type": "array", - "items": { - "type": "integer", - "format": "int64" - }, - "example": "[100, 200]", - "x-nullable": true, - "x-omitempty": true - }, - "valueNumberArray": { - "description": "value as number/float", - "type": "array", - "items": { - "type": "number", - "format": "float64" - }, - "example": [ - 3.14 - ], - "x-nullable": true, - "x-omitempty": true - }, - "valueBooleanArray": { - "description": "value as boolean", - "type": "array", - "items": { - "type": "boolean" - }, - "example": [ - true, - false - ], - "x-nullable": true, - "x-omitempty": true - }, - "valueStringArray": { - "description": "value as text (deprecated as of v1.19; alias for valueText)", - "type": "array", - "items": { - "type": "string" - }, - "example": [ - "my search term" - ], - "x-nullable": true, - "x-omitempty": true - }, - "valueTextArray": { - "description": "value as text", - "type": "array", - "items": { - "type": "string" - }, - "example": [ - "my search term" - ], - "x-nullable": true, - "x-omitempty": true - }, - "valueDateArray": { - "description": "value as date (as string)", - "type": "array", - "items": { - "type": "string" - }, - "example": "TODO", - "x-nullable": true, - "x-omitempty": true - }, - "valueGeoRange": { - "description": "value as geo coordinates and distance", - "type": "object", - "$ref": "#/definitions/WhereFilterGeoRange", - "x-nullable": true - } - }, - "type": "object" - }, - "WhereFilterGeoRange": { - "type": "object", - "description": "filter within a distance of a georange", - "properties": { - "geoCoordinates": { - "$ref": "#/definitions/GeoCoordinates", - "x-nullable": false - }, - "distance": { - "type": "object", - "properties": { - "max": { - "type": "number", - "format": "float64" - } - } - } - } - }, - "Tenant": { - "type": "object", - "required": ["name"], - "description": "attributes representing a single tenant within weaviate", - "properties": { - "name": { - "description": "name of the tenant", - "type": "string" - }, - "activityStatus": { - "description": "Activity status of the tenant's shard. Optional for creating tenant (implicit `HOT`) and required for updating tenant.

    Allowed values are `HOT` - tenant is fully active, `WARM` - tenant is active, some restrictions are imposed (TBD; not supported yet), `COLD` - tenant is inactive; no actions can be performed on tenant, tenant's files are stored locally, `FROZEN` - as COLD, but files are stored on cloud storage (not supported yet)", - "type": "string", - "enum": [ - "HOT", - "WARM", - "COLD", - "FROZEN" - ] - } - } - } - }, - "externalDocs": { - "url": "https://github.com/weaviate/weaviate" - }, - "info": { - "contact": { - "name": "Weaviate", - "url": "https://weaviate.io" - }, - "description": "# Introduction\n Weaviate is an open source, AI-native vector database that helps developers create intuitive and reliable AI-powered applications. \n ### Base Path \nThe base path for the Weaviate server is structured as `[YOUR-WEAVIATE-HOST]:[PORT]/v1`. As an example, if you wish to access the `schema` endpoint on a local instance, you would navigate to `http://localhost:8080/v1/schema`. Ensure you replace `[YOUR-WEAVIATE-HOST]` and `[PORT]` with your actual server host and port number respectively. \n ### Questions? \nIf you have any comments or questions, please feel free to reach out to us at the community forum [https://forum.weaviate.io/](https://forum.weaviate.io/). \n### Issues? \nIf you find a bug or want to file a feature request, please open an issue on our GitHub repository for [Weaviate](https://github.com/weaviate/weaviate). \n### Want more documentation? \nFor a quickstart, code examples, concepts and more, please visit our [documentation page](https://weaviate.io/developers/weaviate).", - "title": "Weaviate", - "version": "1.24.8" - }, - "parameters": { - "CommonAfterParameterQuery": { - "description": "A threshold UUID of the objects to retrieve after, using an UUID-based ordering. This object is not part of the set.

    Must be used with `class`, typically in conjunction with `limit`.

    Note `after` cannot be used with `offset` or `sort`.

    For a null value similar to offset=0, set an empty string in the request, i.e. `after=` or `after`.", - "in": "query", - "name": "after", - "required": false, - "type": "string" - }, - "CommonOffsetParameterQuery": { - "description": "The starting index of the result window. Note `offset` will retrieve `offset+limit` results and return `limit` results from the object with index `offset` onwards. Limited by the value of `QUERY_MAXIMUM_RESULTS`.

    Should be used in conjunction with `limit`.

    Cannot be used with `after`.", - "format": "int64", - "in": "query", - "name": "offset", - "required": false, - "type": "integer", - "default": 0 - }, - "CommonLimitParameterQuery": { - "description": "The maximum number of items to be returned per page. The default is 25 unless set otherwise as an environment variable.", - "format": "int64", - "in": "query", - "name": "limit", - "required": false, - "type": "integer", - "default": 25 - }, - "CommonIncludeParameterQuery": { - "description": "Include additional information, such as classification infos. Allowed values include: `classification`, `vector`, `interpretation`, `featureProjection` and other module-specific additional properties.", - "in": "query", - "name": "include", - "required": false, - "type": "string" - }, - "CommonConsistencyLevelParameterQuery": { - "description": "Determines how many replicas must acknowledge a request before it is considered successful", - "in": "query", - "name": "consistency_level", - "required": false, - "type": "string", - "enum": ["ONE", "QUORUM", "ALL"], - "default": "QUORUM" - }, - "CommonTenantParameterQuery": { - "description": "Specifies the tenant in a request targeting a multi-tenant collection", - "in": "query", - "name": "tenant", - "required": false, - "type": "string" - }, - "CommonNodeNameParameterQuery": { - "description": "The target node which should fulfill the request", - "in": "query", - "name": "node_name", - "required": false, - "type": "string" - }, - "CommonSortParameterQuery": { - "description": "Name(s) of the property to sort by - e.g. `city`, or `country,city`.", - "in": "query", - "name": "sort", - "required": false, - "type": "string" - }, - "CommonOrderParameterQuery": { - "description": "Order parameter to tell how to order (asc or desc) data within given field. Should be used in conjunction with `sort` parameter. If providing multiple `sort` values, provide multiple `order` values in corresponding order, e.g.: `sort=author_name,title&order=desc,asc`.", - "in": "query", - "name": "order", - "required": false, - "type": "string", - "enum": ["asc", "desc"] - }, - "CommonClassParameterQuery": { - "description": "The collection from which to query objects.

    Note that if `class` is not provided, the response will not include any objects.", - "in": "query", - "name": "class", - "required": false, - "type": "string" - }, - "CommonOutputVerbosityParameterQuery": { - "description": "Controls the verbosity of the output.", - "in": "query", - "name": "output", - "required": false, - "type": "string", - "enum": ["minimal", "verbose"], - "default": "minimal" - } - }, - "paths": { - "/": { - "get": { - "summary": "List available endpoints", - "description": "Get links to other endpoints to help discover the REST API", - "operationId": "weaviate.root", - "responses": { - "200": { - "description": "Weaviate is alive and ready to serve content", - "schema": { - "type": "object", - "properties": { - "links": { - "type": "array", - "items": { - "$ref": "#/definitions/Link" - } - } - } - } - } - }, - "tags": ["root"] - } - }, - "/.well-known/live": { - "get": { - "summary": "Get application liveness.", - "description": "Determines whether the application is alive. Can be used for kubernetes liveness probe", - "operationId": "weaviate.wellknown.liveness", - "responses": { - "200": { - "description": "The application is able to respond to HTTP requests" - } - }, - "tags": ["well-known"] - } - }, - "/.well-known/ready": { - "get": { - "summary": "Get application readiness.", - "description": "Determines whether the application is ready to receive traffic. Can be used for kubernetes readiness probe.", - "operationId": "weaviate.wellknown.readiness", - "responses": { - "200": { - "description": "The application has completed its start-up routine and is ready to accept traffic." - }, - "503": { - "description": "The application is currently not able to serve traffic. If other horizontal replicas of weaviate are available and they are capable of receiving traffic, all traffic should be redirected there instead." - } - }, - "tags": ["well-known"] - } - }, - "/.well-known/openid-configuration": { - "get": { - "description": "OIDC Discovery page, redirects to the token issuer if one is configured", - "responses": { - "200": { - "description": "Successful response, inspect body", - "schema": { - "type": "object", - "properties": { - "href": { - "description": "The Location to redirect to", - "type": "string" - }, - "clientId": { - "description": "OAuth Client ID", - "type": "string" - }, - "scopes": { - "description": "OAuth Scopes", - "type": "array", - "items": { - "type": "string" - }, - "x-omitempty": true - } - } - } - }, - "404": { - "description": "Not found, no oidc provider present" - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "OIDC discovery information (if OIDC auth is enabled)", - "tags": [ - "well-known" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/objects": { - "get": { - "description": "Lists all objects in reverse order of creation. The data will be returned as an array of objects.

    Tip: If you are looking to list all objects in a collection, use the `after` parameter.", - "operationId": "objects.list", - "x-serviceIds": [ - "weaviate.local.query" - ], - "parameters": [ - { - "$ref": "#/parameters/CommonAfterParameterQuery" - }, - { - "$ref": "#/parameters/CommonOffsetParameterQuery" - }, - { - "$ref": "#/parameters/CommonLimitParameterQuery" - }, - { - "$ref": "#/parameters/CommonIncludeParameterQuery" - }, - { - "$ref": "#/parameters/CommonSortParameterQuery" - }, - { - "$ref": "#/parameters/CommonOrderParameterQuery" - }, - { - "$ref": "#/parameters/CommonClassParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successful response.

    If `class` is not provided, the response will not include any objects.", - "schema": { - "$ref": "#/definitions/ObjectsListResponse" - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Get a list of objects.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "post": { - "description": "Create a new object.

    Meta-data and schema values are validated.

    **Note: Use `/batch` for importing many objects**:
    If you plan on importing a large number of objects, it's much more efficient to use the `/batch` endpoint. Otherwise, sending multiple single requests sequentially would incur a large performance penalty.

    **Note: idempotence of `/objects`**:
    POST /objects will fail if an id is provided which already exists in the class. To update an existing object with the objects endpoint, use the PUT or PATCH method.", - "operationId": "objects.create", - "x-serviceIds": [ - "weaviate.local.add" - ], - "parameters": [ - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Object" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "200": { - "description": "Object created.", - "schema": { - "$ref": "#/definitions/Object" - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Create a new object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/objects/{id}": { - "delete": { - "description": "Deletes an object from the database based on its UUID.", - "operationId": "objects.delete", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully deleted." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Delete an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": true, - "x-available-in-websocket": true, - "deprecated": true - }, - "get": { - "description": "Get a specific object based on its UUID. Also available as Websocket bus.", - "operationId": "objects.get", - "x-serviceIds": [ - "weaviate.local.query" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonIncludeParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successful response.", - "schema": { - "$ref": "#/definitions/Object" - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "List objects.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - }, - "patch": { - "description": "Update an object based on its UUID (using patch semantics). This method supports json-merge style patch semantics (RFC 7396). Provided meta-data and schema values are validated. LastUpdateTime is set to the time this function is called.", - "operationId": "objects.patch", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "RFC 7396-style patch, the body contains the object to merge into the existing object.", - "in": "body", - "name": "body", - "required": false, - "schema": { - "$ref": "#/definitions/Object" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully applied. No content provided." - }, - "400": { - "description": "The patch-JSON is malformed." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "The patch-JSON is valid but unprocessable.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Update an object using patch semantics.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - }, - "put": { - "description": "Updates an object based on its UUID. Given meta-data and schema values are validated. LastUpdateTime is set to the time this function is called.", - "operationId": "objects.update", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Object" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully received.", - "schema": { - "$ref": "#/definitions/Object" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Update an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - }, - "head": { - "description": "Checks if an object exists in the system based on its UUID.", - "operationId": "objects.head", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - } - ], - "responses": { - "204": { - "description": "Object exists." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Object doesn't exist." - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Check if object exists.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": true, - "x-available-in-websocket": true, - "deprecated": true - } - }, - "/objects/{className}/{id}": { - "get": { - "description": "Get a data object based on its collection and UUID. Also available as Websocket bus.", - "operationId": "objects.class.get", - "x-serviceIds": [ - "weaviate.local.query" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonIncludeParameterQuery" - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonNodeNameParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successful response.", - "schema": { - "$ref": "#/definitions/Object" - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "Request is well-formed (i.e., syntactically correct), but erroneous.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Get an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "delete": { - "description": "Delete an object based on its collection and UUID.

    Note: For backward compatibility, beacons also support an older, deprecated format without the collection name. As a result, when deleting a reference, the beacon specified has to match the beacon to be deleted exactly. In other words, if a beacon is present using the old format (without collection name) you also need to specify it the same way.

    In the beacon format, you need to always use `localhost` as the host, rather than the actual hostname. `localhost` here refers to the fact that the beacon's target is on the same Weaviate instance, as opposed to a foreign instance.", - "operationId": "objects.class.delete", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully deleted." - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "Request is well-formed (i.e., syntactically correct), but erroneous.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Delete an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": true, - "x-available-in-websocket": true - }, - "put": { - "description": "Update an object based on its uuid and collection. This (`put`) method replaces the object with the provided object.", - "operationId": "objects.class.put", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "The uuid of the data object to update.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Object" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully received.", - "schema": { - "$ref": "#/definitions/Object" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Update an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "patch": { - "description": "Update an individual data object based on its collection and uuid. This method supports json-merge style patch semantics (RFC 7396). Provided meta-data and schema values are validated. LastUpdateTime is set to the time this function is called.", - "operationId": "objects.class.patch", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "The class name as defined in the schema", - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "The uuid of the data object to update.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "RFC 7396-style patch, the body contains the object to merge into the existing object.", - "in": "body", - "name": "body", - "required": false, - "schema": { - "$ref": "#/definitions/Object" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully applied. No content provided." - }, - "400": { - "description": "The patch-JSON is malformed.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found." - }, - "422": { - "description": "The patch-JSON is valid but unprocessable.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Update an object using patch semantics.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "head": { - "description": "Checks if a data object exists based on its collection and uuid without retrieving it.

    Internally it skips reading the object from disk other than checking if it is present. Thus it does not use resources on marshalling, parsing, etc., and is faster. Note the resulting HTTP request has no body; the existence of an object is indicated solely by the status code.", - "operationId": "objects.class.head", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "The class name as defined in the schema", - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "The uuid of the data object", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "204": { - "description": "Object exists." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Object doesn't exist." - }, - "422": { - "description": "Request is well-formed (i.e., syntactically correct), but erroneous.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Check if an object exists.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": true, - "x-available-in-websocket": true - } - }, - "/objects/{id}/references/{propertyName}": { - "post": { - "description": "Add a cross-reference.", - "operationId": "objects.references.create", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/SingleRef" - } - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully added the reference." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the property exists or that it is a class?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Add a cross-reference.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - }, - "put": { - "description": "Replace all references in cross-reference property of an object.", - "operationId": "objects.references.update", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/MultipleRef" - } - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully replaced all the references." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the property exists or that it is a class?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Replace cross-references.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - }, - "delete": { - "description": "Delete the single reference that is given in the body from the list of references that this property has.", - "operationId": "objects.references.delete", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/SingleRef" - } - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully deleted." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Delete a cross-reference.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false, - "deprecated": true - } - }, - "/objects/{className}/{id}/references/{propertyName}": { - "post": { - "description": "Add a single reference to an object. This adds a reference to the array of cross-references of the given property in the source object specified by its collection name and id", - "operationId": "objects.class.references.create", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "The class name as defined in the schema", - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/SingleRef" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully added the reference." - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Source object doesn't exist." - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the property exists or that it is a class?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Add a cross-reference.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "put": { - "description": "Replace **all** references in cross-reference property of an object.", - "operationId": "objects.class.references.put", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "The class name as defined in the schema", - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/MultipleRef" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Successfully replaced all the references." - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Source object doesn't exist." - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the property exists or that it is a class?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Replace cross-references.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "delete": { - "description": "Delete the single reference that is given in the body from the list of references that this property has.", - "operationId": "objects.class.references.delete", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "description": "The class name as defined in the schema", - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "description": "Unique ID of the Object.", - "format": "uuid", - "in": "path", - "name": "id", - "required": true, - "type": "string" - }, - { - "description": "Unique name of the property related to the Object.", - "in": "path", - "name": "propertyName", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/SingleRef" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "204": { - "description": "Successfully deleted." - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Successful query result but no resource was found.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the property exists or that it is a class?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Delete a cross-reference.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/objects/validate": { - "post": { - "description": "Validate an object's schema and meta-data without creating it.

    If the schema of the object is valid, the request should return nothing with a plain RESTful request. Otherwise, an error object will be returned.", - "operationId": "objects.validate", - "x-serviceIds": [ - "weaviate.local.query.meta" - ], - "parameters": [ - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Object" - } - } - ], - "responses": { - "200": { - "description": "Successfully validated." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Validate an object.", - "tags": [ - "objects" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/batch/objects": { - "post": { - "description": "Create new objects in bulk.

    Meta-data and schema values are validated.

    **Note: idempotence of `/batch/objects`**:
    `POST /batch/objects` is idempotent, and will overwrite any existing object given the same id.", - "operationId": "batch.objects.create", - "x-serviceIds": [ - "weaviate.local.add" - ], - "parameters": [ - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "type": "object", - "properties": { - "fields": { - "description": "Define which fields need to be returned. Default value is ALL", - "type": "array", - "items": { - "type": "string", - "default": "ALL", - "enum": [ - "ALL", - "class", - "schema", - "id", - "creationTimeUnix" - ] - } - }, - "objects": { - "type": "array", - "items": { - "$ref": "#/definitions/Object" - } - } - } - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "200": { - "description": "Request succeeded, see response body to get detailed information about each batched item.", - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/ObjectsGetResponse" - } - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Batch create new objects.", - "tags": [ - "batch" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - }, - "delete": { - "description": "Batch delete objects that match a particular filter.

    The request body takes a single `where` filter and will delete all objects matched.

    Note that there is a limit to the number of objects to be deleted at once using this filter, in order to protect against unexpected memory surges and very-long-running requests. The default limit is 10,000 and may be configured by setting the `QUERY_MAXIMUM_RESULTS` environment variable.

    Objects are deleted in the same order that they would be returned in an equivalent Get query. To delete more objects than the limit, run the same query multiple times.", - "operationId": "batch.objects.delete", - "x-serviceIds": [ - "weaviate.local.manipulate" - ], - "parameters": [ - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/BatchDelete" - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - }, - { - "$ref": "#/parameters/CommonTenantParameterQuery" - } - ], - "responses": { - "200": { - "description": "Request succeeded, see response body to get detailed information about each batched item.", - "schema": { - "$ref": "#/definitions/BatchDeleteResponse" - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Batch delete objects.", - "tags": [ - "batch" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/batch/references": { - "post": { - "description": "Batch create cross-references between collections items (objects or objects) in bulk.", - "operationId": "batch.references.create", - "x-serviceIds": [ - "weaviate.local.add" - ], - "parameters": [ - { - "in": "body", - "name": "body", - "description": "A list of references to be batched. The ideal size depends on the used database connector. Please see the documentation of the used connector for help", - "required": true, - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/BatchReference" - } - } - }, - { - "$ref": "#/parameters/CommonConsistencyLevelParameterQuery" - } - ], - "responses": { - "200": { - "description": "Request Successful. Warning: A successful request does not guarantee that every batched reference was successfully created. Inspect the response body to see which references succeeded and which failed.", - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/BatchReferenceResponse" - } - } - }, - "400": { - "description": "Malformed request.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Batch create cross-references.", - "tags": [ - "batch" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/graphql": { - "post": { - "description": "Get a response based on a GraphQL query", - "operationId": "graphql.post", - "x-serviceIds": [ - "weaviate.local.query", - "weaviate.local.query.meta", - "weaviate.network.query", - "weaviate.network.query.meta" - ], - "parameters": [ - { - "description": "The GraphQL query request parameters.", - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/GraphQLQuery" - } - } - ], - "responses": { - "200": { - "description": "Successful query (with select).", - "schema": { - "$ref": "#/definitions/GraphQLResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Perform a GraphQL query.", - "tags": [ - "graphql" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/graphql/batch": { - "post": { - "description": "Perform batched GraphQL query", - "operationId": "graphql.batch", - "x-serviceIds": [ - "weaviate.local.query", - "weaviate.local.query.meta", - "weaviate.network.query", - "weaviate.network.query.meta" - ], - "parameters": [ - { - "description": "The GraphQL queries.", - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/GraphQLQueries" - } - } - ], - "responses": { - "200": { - "description": "Successful query (with select).", - "schema": { - "$ref": "#/definitions/GraphQLResponses" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Request body is well-formed (i.e., syntactically correct), but semantically erroneous. Are you sure the class is defined in the configuration file?", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Perform batched GraphQL queries.", - "tags": [ - "graphql" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/meta": { - "get": { - "description": "Returns meta information about the server. Can be used to provide information to another Weaviate instance that wants to interact with the current instance.", - "operationId": "meta.get", - "x-serviceIds": [ - "weaviate.local.query.meta" - ], - "responses": { - "200": { - "description": "Successful response.", - "schema": { - "$ref": "#/definitions/Meta" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Get instance metadata.", - "tags": [ - "meta" - ], - "x-available-in-mqtt": false, - "x-available-in-websocket": false - } - }, - "/schema/cluster-status": { - "get": { - "summary": "Get schema synchronization status.", - "operationId": "schema.cluster.status", - "tags": [ - "schema" - ], - "responses": { - "200": { - "description": "The schema in the cluster is in sync.", - "schema": { - "$ref": "#/definitions/SchemaClusterStatus" - } - }, - "500": { - "description": "The schema is either out of sync (see response body) or the sync check could not be completed.", - "schema": { - "$ref": "#/definitions/SchemaClusterStatus" - } - } - } - } - }, - "/schema": { - "get": { - "summary": "Get the entire schema.", - "description": "Fetch an array of all collection definitions from the schema.", - "operationId": "schema.dump", - "x-serviceIds": [ - "weaviate.local.query.meta" - ], - "tags": [ - "schema" - ], - "responses": { - "200": { - "description": "Successfully dumped the database schema.", - "schema": { - "$ref": "#/definitions/Schema" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "post": { - "summary": "Create a collection.", - "description": "Create a new data object collection.

    If [AutoSchema](https://weaviate.io/developers/weaviate/config-refs/schema#auto-schema) is enabled, Weaviate will attempt to infer the schema from the data at import time. However, manual schema definition is recommended for production environments.

    For further discussions of parameters, please see the [schema reference page](https://weaviate.io/developers/weaviate/config-refs/schema).", - "operationId": "schema.objects.create", - "x-serviceIds": [ - "weaviate.local.add.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "objectClass", - "in": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Class" - } - } - ], - "responses": { - "200": { - "description": "Added the new Object class to the schema.", - "schema": { - "$ref": "#/definitions/Class" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid Object class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}": { - "get": { - "summary": "Get a single collection schema.", - "operationId": "schema.objects.get", - "x-serviceIds": [ - "weaviate.local.get.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - } - ], - "responses": { - "200": { - "description": "Found the Class, returned as body", - "schema": { - "$ref": "#/definitions/Class" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "This class does not exist" - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "delete": { - "summary": "Remove a collection (and its data).", - "description": "Remove a collection from the schema. This will also delete all the objects in the collection.", - "operationId": "schema.objects.delete", - "x-serviceIds": [ - "weaviate.local.manipulate.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - } - ], - "responses": { - "200": { - "description": "Removed the Object class from the schema." - }, - "400": { - "description": "Could not delete the Object class.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "put": { - "summary": "Update an existing collection.", - "description": "Alter an existing collection definition.

    Note that not all settings are mutable ([see this list](https://weaviate.io/developers/weaviate/config-refs/schema#mutability)). To update any other (i.e. immutable) setting, you need to delete the collection, re-create it with the correct setting and then re-import the data.

    This endpoint cannot be used to modify properties. Instead use POST /v1/schema/{className}/properties. A typical use case for this endpoint is to update a index configuration, such as `vectorIndexConfig/dynamicEfFactor`.

    You should attach a body to this PUT request with the entire new configuration of the collection.", - "operationId": "schema.objects.update", - "x-serviceIds": [ - "weaviate.local.manipulate.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "name": "objectClass", - "in": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Class" - } - } - ], - "responses": { - "200": { - "description": "Class was updated successfully", - "schema": { - "$ref": "#/definitions/Class" - } - }, - "422": { - "description": "Invalid update attempt", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Class to be updated does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}/properties": { - "post": { - "summary": "Add a property.", - "description": "Add a property to an existing collection.

    If possible, we encourage you to create all required properties at collection creation time. Adding a property after collection creation can lead to [some indexing limitations](https://weaviate.io/developers/weaviate/config-refs/schema).", - "operationId": "schema.objects.properties.add", - "x-serviceIds": [ - "weaviate.local.manipulate.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "name": "body", - "in": "body", - "required": true, - "schema": { - "$ref": "#/definitions/Property" - } - } - ], - "responses": { - "200": { - "description": "Added the property.", - "schema": { - "$ref": "#/definitions/Property" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid property.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}/shards": { - "get": { - "summary": "Get the shard status", - "description": "Get the status of every shard in the cluster.", - "operationId": "schema.objects.shards.get", - "x-serviceIds": [ - "weaviate.local.get.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "name": "tenant", - "in": "query", - "type": "string" - } - ], - "responses": { - "200": { - "description": "Found the status of the shards, returned as body", - "schema": { - "$ref": "#/definitions/ShardStatusList" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "This class does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}/shards/{shardName}": { - "put": { - "summary": "Update a shard status.", - "description": "Update a shard status for a collection. For example, a shard may have been marked as `READONLY` because its disk was full. After providing more disk space, use this endpoint to set the shard status to `READY` again. There is also a convenience function in each client to set the status of all shards of a collection.", - "operationId": "schema.objects.shards.update", - "x-serviceIds": [ - "weaviate.local.manipulate.meta" - ], - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "name": "shardName", - "in": "path", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/ShardStatus" - } - } - ], - "responses": { - "200": { - "description": "Shard status was updated successfully", - "schema": { - "$ref": "#/definitions/ShardStatus" - } - }, - "422": { - "description": "Invalid update attempt", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Shard to be updated does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}/tenants": { - "post": { - "summary": "Create a new tenant", - "description": "Create a new tenant for a collection. Multi-tenancy must be enabled in the collection definition.", - "operationId": "tenants.create", - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/Tenant" - } - } - } - ], - "responses": { - "200": { - "description": "Added new tenants to the specified class", - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/Tenant" - } - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid Tenant class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "put": { - "summary": "Update a tenant.", - "description": "Update a tenant for a collection", - "operationId": "tenants.update", - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/Tenant" - } - } - } - ], - "responses": { - "200": { - "description": "Updated tenants of the specified class", - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/Tenant" - } - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid Tenant class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "delete": { - "summary": "Delete tenant(s).", - "description": "Delete tenants from a collection", - "operationId": "tenants.delete", - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "in": "body", - "name": "tenants", - "required": true, - "schema": { - "type": "array", - "items": { - "type": "string" - } - } - } - ], - "responses": { - "200": { - "description": "Deleted tenants from specified class." - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid Tenant class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "get": { - "summary": "Get the list of tenants.", - "description": "Get all tenants from a collection.", - "operationId": "tenants.get", - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - } - ], - "responses": { - "200": { - "description": "tenants from specified class.", - "schema": { - "type": "array", - "items": { - "$ref": "#/definitions/Tenant" - } - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid Tenant class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/schema/{className}/tenants/{tenantName}": { - "head": { - "summary": "Check if a tenant exists.", - "description": "Check if a tenant exists in a collection", - "operationId": "tenant.exists", - "tags": [ - "schema" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "name": "tenantName", - "in": "path", - "required": true, - "type": "string" - } - ], - "responses": { - "200": { - "description": "The tenant exists in the specified class" - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "The tenant not found" - }, - "422": { - "description": "Invalid Tenant class", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/backups/{backend}": { - "post": { - "summary": "Start a backup process", - "description": "Start creating a backup for a set of collections.

    Notes:
    - Weaviate uses gzip compression by default.
    - Weaviate stays usable while a backup process is ongoing.", - "operationId": "backups.create", - "x-serviceIds": [ - "weaviate.local.backup" - ], - "tags": [ - "backups" - ], - "parameters": [ - { - "name": "backend", - "in": "path", - "required": true, - "type": "string", - "description": "Backup backend name e.g. `filesystem`, `gcs`, `s3`, `azure`." - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/BackupCreateRequest" - } - } - ], - "responses": { - "200": { - "description": "Backup create process successfully started.", - "schema": { - "$ref": "#/definitions/BackupCreateResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid backup creation attempt.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/backups/{backend}/{id}": { - "get": { - "summary": "Get backup process status", - "description": "Returns status of backup creation attempt for a set of collections.

    All client implementations have a `wait for completion` option which will poll the backup status in the background and only return once the backup has completed (successfully or unsuccessfully). If you set the `wait for completion` option to false, you can also check the status yourself using this endpoint.", - "operationId": "backups.create.status", - "x-serviceIds": [ - "weaviate.local.backup" - ], - "tags": [ - "backups" - ], - "parameters": [ - { - "name": "backend", - "in": "path", - "required": true, - "type": "string", - "description": "Backup backend name e.g. `filesystem`, `gcs`, `s3`, `azure`." - }, - { - "name": "id", - "in": "path", - "required": true, - "type": "string", - "description": "The ID of a backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed." - } - ], - "responses": { - "200": { - "description": "Backup creation status successfully returned", - "schema": { - "$ref": "#/definitions/BackupCreateStatusResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Not Found - Backup does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid backup restoration status attempt.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/backups/{backend}/{id}/restore": { - "post": { - "summary": "Start a restoration process", - "description": "Starts a process of restoring a backup for a set of collections.

    Any backup can be restored to any machine, as long as the number of nodes between source and target are identical.

    Requrements:

    - None of the collections to be restored already exist on the target restoration node(s).
    - The node names of the backed-up collections' must match those of the target restoration node(s).", - "operationId": "backups.restore", - "x-serviceIds": [ - "weaviate.local.backup" - ], - "tags": [ - "backups" - ], - "parameters": [ - { - "name": "backend", - "in": "path", - "required": true, - "type": "string", - "description": "Backup backend name e.g. `filesystem`, `gcs`, `s3`, `azure`." - }, - { - "name": "id", - "in": "path", - "required": true, - "type": "string", - "description": "The ID of a backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed." - }, - { - "in": "body", - "name": "body", - "required": true, - "schema": { - "$ref": "#/definitions/BackupRestoreRequest" - } - } - ], - "responses": { - "200": { - "description": "Backup restoration process successfully started.", - "schema": { - "$ref": "#/definitions/BackupRestoreResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Not Found - Backup does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid backup restoration attempt.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - }, - "get": { - "summary": "Get restore process status", - "description": "Returns status of a backup restoration attempt for a set of classes.

    All client implementations have a `wait for completion` option which will poll the backup status in the background and only return once the backup has completed (successfully or unsuccessfully). If you set the `wait for completion` option to false, you can also check the status yourself using the this endpoint.", - "operationId": "backups.restore.status", - "x-serviceIds": [ - "weaviate.local.backup" - ], - "tags": [ - "backups" - ], - "parameters": [ - { - "name": "backend", - "in": "path", - "required": true, - "type": "string", - "description": "Backup backend name e.g. filesystem, gcs, s3." - }, - { - "name": "id", - "in": "path", - "required": true, - "type": "string", - "description": "The ID of a backup. Must be URL-safe and work as a filesystem path, only lowercase, numbers, underscore, minus characters allowed." - } - ], - "responses": { - "200": { - "description": "Backup restoration status successfully returned", - "schema": { - "$ref": "#/definitions/BackupRestoreStatusResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Not Found - Backup does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/nodes": { - "get": { - "summary": "Node information for the database.", - "description": "Returns node information for the entire database.", - "operationId": "nodes.get", - "x-serviceIds": [ - "weaviate.nodes.status.get" - ], - "tags": [ - "nodes" - ], - "parameters": [ - { - "$ref": "#/parameters/CommonOutputVerbosityParameterQuery" - } - ], - "responses": { - "200": { - "description": "Nodes status successfully returned", - "schema": { - "$ref": "#/definitions/NodesStatusResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Not Found - Backup does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid backup restoration status attempt.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/nodes/{className}": { - "get": { - "summary": "Node information for a collection.", - "description": "Returns node information for the nodes relevant to the collection.", - "operationId": "nodes.get.class", - "x-serviceIds": [ - "weaviate.nodes.status.get.class" - ], - "tags": [ - "nodes" - ], - "parameters": [ - { - "name": "className", - "in": "path", - "required": true, - "type": "string" - }, - { - "$ref": "#/parameters/CommonOutputVerbosityParameterQuery" - } - ], - "responses": { - "200": { - "description": "Nodes status successfully returned", - "schema": { - "$ref": "#/definitions/NodesStatusResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "404": { - "description": "Not Found - Backup does not exist", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "422": { - "description": "Invalid backup restoration status attempt.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - } - } - }, - "/classifications/": { - "post": { - "description": "Trigger a classification based on the specified params. Classifications will run in the background, use GET /classifications/ to retrieve the status of your classification.", - "operationId": "classifications.post", - "x-serviceIds": [ - "weaviate.classifications.post" - ], - "parameters": [ - { - "description": "parameters to start a classification", - "in": "body", - "schema": { - "$ref": "#/definitions/Classification" - }, - "name": "params", - "required": true - } - ], - "responses": { - "201": { - "description": "Successfully started classification.", - "schema": { - "$ref": "#/definitions/Classification" - } - }, - "400": { - "description": "Incorrect request", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "Starts a classification.", - "tags": [ - "classifications" - ] - } - }, - "/classifications/{id}": { - "get": { - "description": "Get status, results and metadata of a previously created classification", - "operationId": "classifications.get", - "x-serviceIds": [ - "weaviate.classifications.get" - ], - "parameters": [ - { - "description": "classification id", - "in": "path", - "type": "string", - "name": "id", - "required": true - } - ], - "responses": { - "200": { - "description": "Found the classification, returned as body", - "schema": { - "$ref": "#/definitions/Classification" - } - }, - "404": { - "description": "Not Found - Classification does not exist" - }, - "401": { - "description": "Unauthorized or invalid credentials." - }, - "403": { - "description": "Forbidden", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - }, - "500": { - "description": "An error has occurred while trying to fulfill the request. Most likely the ErrorResponse will contain more information about the error.", - "schema": { - "$ref": "#/definitions/ErrorResponse" - } - } - }, - "summary": "View previously created classification", - "tags": [ - "classifications" - ] - } - } - }, - "produces": [ - "application/json" - ], - "schemes": [ - "https" - ], - "security": [ - {}, - { - "oidc": [] - } - ], - "securityDefinitions": { - "oidc": { - "type": "oauth2", - "description": "OIDC (OpenConnect ID - based on OAuth2)", - "flow": "implicit", - "authorizationUrl": "http://to-be-configured-in-the-application-config" - } - }, - "swagger": "2.0", - "tags": [ - { - "name": "root", - "description": "The root of the API. Note the base url is `/v1`." - }, - { - "name": "schema", - "description": "Operate on the database schema.

    Note an 'Object class' in Weaviate is being renamed to a 'collection'.

    See
    this page for client code examples." - }, - { - "name": "objects", - "description": "Create, update and delete objects and cross-references." - }, - { - "name": "batch", - "description": "Create, update and delete multiple objects and references at once.

    Note that object-level errors may be reported even in a successful batch request. Accordingly, we recommend you check the response body for errors." - }, - { - "name": "backups", - "description": "Create, restore and check the status of backups.

    See the [backups page](https://weaviate.io/developers/weaviate/configuration/backups) for a general introduction, configuration, and tech background of backups." - }, - { - "name": "meta", - "description": "Retrieve information about the server such as the hostname, location, versions and modules." - }, - { - "name": "nodes", - "description": "Retrieve information about relevant nodes in the cluster. The query can be for the entire cluster, or for a particular collection." - }, - { - "name": "well-known", - "description": "`.well-known` endpoints. If OpenID Connect (OIDC) authentication is enabled, this endpoint includes OIDC configuration details." - }, - { - "name": "graphql", - "description": "Query data using the GraphQL query language. See the [Weaviate GraphQL documentation](https://weaviate.io/developers/weaviate/api/graphql) for query syntax details." - }, - { - "name": "classifications", - "description": "Perform classification operations" - } - ] -} From 2cf5565ab99f65c33d334e8f259327f040f42a71 Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Mon, 15 Jul 2024 06:27:07 -0700 Subject: [PATCH 16/30] [Draft] 1.26/api based modules (#2282) * wip * Update docs for --- developers/weaviate/config-refs/env-vars.md | 1 + developers/weaviate/configuration/modules.md | 35 ++++++++++++++++++-- developers/weaviate/model-providers/index.md | 12 +++++++ 3 files changed, 45 insertions(+), 3 deletions(-) diff --git a/developers/weaviate/config-refs/env-vars.md b/developers/weaviate/config-refs/env-vars.md index f66047b8f..82c7ddd3d 100644 --- a/developers/weaviate/config-refs/env-vars.md +++ b/developers/weaviate/config-refs/env-vars.md @@ -25,6 +25,7 @@ All other values are interpreted as `false`. | `DISK_USE_READONLY_PERCENTAGE` | If disk usage is higher than the given percentage all shards on the affected node will be marked as `READONLY`, meaning all future write requests will fail. See [Disk Pressure Warnings and Limits for details](/developers/weaviate/configuration/persistence.md#disk-pressure-warnings-and-limits). | `string - number` | `90` | | `DISK_USE_WARNING_PERCENTAGE` | If disk usage is higher than the given percentage a warning will be logged by all shards on the affected node's disk. See [Disk Pressure Warnings and Limits for details](/developers/weaviate/configuration/persistence.md#disk-pressure-warnings-and-limits). | `string - number` | `80` | | `DISABLE_GO_PROFILING` | If `true`, disables Go profiling. Default: `false`. | `boolean` | `false` | +| `ENABLE_API_BASED_MODULES` | Enable all API-based modules. (Experimental as of `v1.26.0`) | `boolean` | `true` | | `ENABLE_MODULES` | Specify Weaviate modules to enable | `string - comma separated names` | `text2vec-openai,generative-openai` | | `ENABLE_TOKENIZER_GSE` | Enable the [`GSE` tokenizer](../config-refs/schema/index.md#gse-and-trigram-tokenization-methods) for use | `boolean` | `true` | | `ENABLE_TOKENIZER_KAGOME_KR` | Enable the [`Kagome` tokenizer for Korean](../config-refs/schema/index.md#kagome_kr-tokenization-method) for use (Experimental as of `v1.25.7`) | `boolean` | `true` | diff --git a/developers/weaviate/configuration/modules.md b/developers/weaviate/configuration/modules.md index dc9a5eaad..25b4e62ee 100644 --- a/developers/weaviate/configuration/modules.md +++ b/developers/weaviate/configuration/modules.md @@ -28,15 +28,15 @@ This can be done by setting the appropriate [environment variables](../config-re Weaviate Cloud (WCD) instances come with modules pre-configured. See [this page](../../wcs/index.mdx#configuration) for details. ::: -### Enable modules +### Enable individual modules -You can enable modules by specifying the list of modules in the `ENABLE_MODULES` variable. For example, this code enables the `text2vec-contextionary` module. +You can enable modules by specifying the list of modules in the `ENABLE_MODULES` variable. For example, this code enables the `text2vec-transformers` module. ```yaml services: weaviate: environment: - ENABLE_MODULES: 'text2vec-contextionary' + ENABLE_MODULES: 'text2vec-transformers' ``` To enable multiple modules, add them in a comma-separated list. @@ -50,6 +50,35 @@ services: ENABLE_MODULES: 'text2vec-huggingface,generative-cohere,qna-openai' ``` +### Enable all API-based modules + +:::caution Experimental feature +Available starting in `v1.26.0`. This is an experimental feature. Use with caution. +::: + +You can enable all API-based modules by setting the `ENABLE_API_BASED_MODULES` variable to `true`. This will enable all API-based [model integrations](../model-providers/index.md), such as those for Anthropic, Cohere, OpenAI and so on by enabling the relevant modules. These modules are lightweight, so enabling them all will not significantly increase resource usage. + +```yaml +services: + weaviate: + environment: + ENABLE_API_BASED_MODULES: 'true' +``` + +The list of API-based modules can be found on the [model provider integrations page](../model-providers/index.md#api-based). You can also inspect the [source code](https://github.com/weaviate/weaviate/blob/main/adapters/handlers/rest/configure_api.go) where the list is defined. + +This can be combined with enabling individual modules. For example, the example below enables all API-based modules, Ollama modules and the `backup-s3` module. + +```yaml +services: + weaviate: + environment: + ENABLE_API_BASED_MODULES: 'true' + ENABLE_MODULES: 'text2vec-ollama,generative-ollama,backup-s3' +``` + +Note that enabling multiple vectorizer (e.g. `text2vec`, `multi2vec`) modules will disable the [`Explore` functionality](../api/graphql/explore.md). If you need to use `Explore`, you should only enable one vectorizer module. + ### Module-specific variables You may need to specify additional environment variables to configure each module where applicable. For example, the `backup-s3` module requires the backup S3 bucket to be set via `BACKUP_S3_BUCKET`, and the `text2vec-contextionary` module requires the inference API location via `TRANSFORMERS_INFERENCE_API`. diff --git a/developers/weaviate/model-providers/index.md b/developers/weaviate/model-providers/index.md index c3baff813..84f2a2586 100644 --- a/developers/weaviate/model-providers/index.md +++ b/developers/weaviate/model-providers/index.md @@ -34,6 +34,18 @@ This enables an enhanced developed experience, such as the ability to: | [Azure OpenAI](./openai-azure/index.md) | [Text](./openai-azure/embeddings.md) | [Text](./openai-azure/generative.md) | - | | [Voyage AI](./voyageai/index.md) | [Text](./voyageai/embeddings.md) | - | [Reranker](./voyageai/reranker.md) | +#### Enable all API-based modules + +:::caution Experimental feature +Available starting in `v1.26.0`. This is an experimental feature. Use with caution. +::: + +You can enable all API-based integrations at once by [by setting the `ENABLE_API_BASED_MODULES` environment variable to `true`](../configuration/modules.md#enable-all-api-based-modules). + +This make all API-based model integrations available for use, such as those for Anthropic, Cohere, OpenAI, and so on. These modules are lightweight, so enabling them all will not significantly increase resource usage. + +Read more about [enabling all API-based modules](../configuration/modules.md#enable-all-api-based-modules). + ### Locally hosted | Model provider | Embeddings | Generative AI | Others | From 1ee6fada298476b82df91cea7b6be480f3a6ba17 Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Mon, 15 Jul 2024 06:44:14 -0700 Subject: [PATCH 17/30] [Draft] Async python docs (#2311) * wip * wip * Add async draft * typo fix * Address TS comments * Another fix --- .../code/client-libraries/minimal_fastapi.py | 72 +++++ _includes/code/client-libraries/python_v4.py | 269 +++++++++++++++++- .../weaviate/client-libraries/python/async.md | 208 ++++++++++++++ .../weaviate/client-libraries/python/index.md | 34 ++- .../client-libraries/python/python_v3.md | 6 +- .../python/v3_v4_migration.md | 4 +- requirements.txt | 6 +- 7 files changed, 580 insertions(+), 19 deletions(-) create mode 100644 _includes/code/client-libraries/minimal_fastapi.py create mode 100644 developers/weaviate/client-libraries/python/async.md diff --git a/_includes/code/client-libraries/minimal_fastapi.py b/_includes/code/client-libraries/minimal_fastapi.py new file mode 100644 index 000000000..cdf9461a6 --- /dev/null +++ b/_includes/code/client-libraries/minimal_fastapi.py @@ -0,0 +1,72 @@ +# START FastAPI Example +from contextlib import asynccontextmanager +from fastapi import FastAPI, HTTPException +import os +import weaviate +from weaviate.collections.classes.internal import GenerativeSearchReturnType + +cohere_api_key = os.getenv("COHERE_API_KEY") # Best practice: store your API keys in environment variables + +# Initialize the Weaviate client +async_client = weaviate.use_async_with_local( + headers={ + "X-Cohere-Api-Key": cohere_api_key # Replace with your Cohere API key + } +) + + +@asynccontextmanager +async def lifespan(app: FastAPI): # See https://fastapi.tiangolo.com/advanced/events/#lifespan-function + # Connect the client to Weaviate + await async_client.connect() + yield + # Close the connection to Weaviate + await async_client.close() + + +app = FastAPI(lifespan=lifespan) + + +@app.get("/") +async def read_root(): + collection = async_client.collections.get("Movie") + obj_count = await collection.aggregate.over_all(total_count=True) + return {"object_count": obj_count.total_count} + + +@app.get("/search") +async def search(query: str) -> dict: + if not await async_client.is_ready(): + raise HTTPException(status_code=503, detail="Weaviate is not ready") + + collection = async_client.collections.get("Movie") + print(query) + response: GenerativeSearchReturnType = await collection.generate.hybrid( + query=query, + target_vector="overview_vector", + single_prompt=f""" + The user searched for query: {query}. + Based on the following overview, simply recommend or not whether the + user might want to watch the movie. Do not offer any follow-ups or additional info. + MOVIE TITLE: {{title}}. OVERVIEW: {{overview}} + """, + limit=3, + ) + + return { + "responses": [ + { + "title": object.properties["title"], + "overview": object.properties["overview"], + "recommendation": object.generated, + } + for object in response.objects + ] + } + + +if __name__ == "__main__": + import uvicorn + + uvicorn.run(app, host="0.0.0.0", port=8000) +# END FastAPI Example diff --git a/_includes/code/client-libraries/python_v4.py b/_includes/code/client-libraries/python_v4.py index 8de136bb9..3776cb90a 100644 --- a/_includes/code/client-libraries/python_v4.py +++ b/_includes/code/client-libraries/python_v4.py @@ -208,6 +208,7 @@ additional_config=AdditionalConfig( timeout=Timeout(init=30, query=60, insert=120), # Values in seconds ), + skip_init_checks=False ) client.connect() # When directly instantiating, you need to connect manually @@ -230,7 +231,6 @@ client.collections.list_all() # END WCDQuickStartInstantiation - # ===================================================================================== # Batch examples # ===================================================================================== @@ -417,7 +417,6 @@ # ===================================================================================== - # START CreateCollectionFromJSON import weaviate @@ -1016,3 +1015,269 @@ def work_with_collection(collection: Collection): client.close() +# ===================================================================================== +# Async instantiation +# ===================================================================================== + +import asyncio + +# AsyncWCDInstantiation +import weaviate +import os + +async_client = weaviate.use_async_with_weaviate_cloud( + cluster_url=os.getenv("WCD_DEMO_URL"), # Replace with your Weaviate Cloud URL + auth_credentials=weaviate.auth.AuthApiKey(os.getenv("WCD_DEMO_RO_KEY")), # Replace with your Weaviate Cloud key +) +# END AsyncWCDInstantiation + +async def check_connection(): + try: + await async_client.connect() + assert await async_client.is_ready() + finally: + await async_client.close() + +loop = asyncio.new_event_loop() +try: + loop.run_until_complete(check_connection()) +finally: + loop.close() + + +# AsyncLocalInstantiationBasic +import weaviate + +async_client = weaviate.use_async_with_local() +# END AsyncLocalInstantiationBasic + +async def check_connection(): + try: + await async_client.connect() + assert await async_client.is_ready() + finally: + await async_client.close() + +# asyncio.run(check_connection()) +loop = asyncio.new_event_loop() +try: + loop.run_until_complete(check_connection()) +finally: + loop.close() + + +# AsyncCustomInstantiationBasic +import weaviate +import os + +async_client = weaviate.use_async_with_custom( + http_host="localhost", + http_port="8080", + http_secure=False, + grpc_host="localhost", + grpc_port="50051", + grpc_secure=False, +) +# END AsyncCustomInstantiationBasic + +async def check_connection(): + try: + await async_client.connect() + assert await async_client.is_ready() + finally: + await async_client.close() +# asyncio.run(check_connection()) +loop = asyncio.new_event_loop() +try: + loop.run_until_complete(check_connection()) +finally: + loop.close() + +# AsyncDirectInstantiationFull +import weaviate +from weaviate.connect import ConnectionParams +from weaviate.classes.init import AdditionalConfig, Timeout +import os + +client = weaviate.WeaviateAsyncClient( + connection_params=ConnectionParams.from_params( + http_host="localhost", + http_port="8099", + http_secure=False, + grpc_host="localhost", + grpc_port="50052", + grpc_secure=False, + ), + auth_client_secret=weaviate.auth.AuthApiKey("secr3tk3y"), + additional_headers={ + "X-OpenAI-Api-Key": os.getenv("OPENAI_APIKEY") + }, + additional_config=AdditionalConfig( + timeout=Timeout(init=30, query=60, insert=120), # Values in seconds + ), + skip_init_checks=False +) +# END AsyncDirectInstantiationFull + +# AsyncDirectInstantiationAndConnect +import weaviate +from weaviate.connect import ConnectionParams +from weaviate import WeaviateAsyncClient +import os + + +async def instantiate_and_connect() -> WeaviateAsyncClient: + client = weaviate.WeaviateAsyncClient( + connection_params=ConnectionParams.from_params( + http_host="localhost", + http_port="8099", + http_secure=False, + grpc_host="localhost", + grpc_port="50052", + grpc_secure=False, + ), + # Additional settings not shown + ) + await client.connect() + return client + +# END AsyncDirectInstantiationAndConnect + +# # ===================================================================================== +# # Async CRUD +# # ===================================================================================== + +import weaviate + +client = weaviate.connect_to_local() +client.collections.delete("Movie") + +client.close() + +objects = [ + { + "title": f"Test Movie {i+1}", + "overview": f"Overview of Test Movie {i+1}" + } + for i in range(5) +] + + +# START AsyncInsertionExample +import weaviate +from weaviate.classes.config import Configure, Property, DataType +from weaviate.collections.classes.batch import BatchObjectReturn +import asyncio +import os + + +cohere_api_key = os.getenv("COHERE_API_KEY") # Best practice: store your API keys in environment variables + +async_client = weaviate.use_async_with_local( + headers={ + "X-Cohere-Api-Key": cohere_api_key # Replace with your Cohere API key + } +) + + +async def async_insert() -> BatchObjectReturn: + # This example uses an async context manager + # The client will automatically connect and disconnect as it enters and exits the context manager + async with async_client: + collection = await async_client.collections.create( + name="Movie", + vectorizer_config=[ + Configure.NamedVectors.text2vec_cohere( + "overview_vector", + source_properties=["overview"] + ) + ], + generative_config=Configure.Generative.cohere(), + properties=[ + Property(name="title", data_type=DataType.TEXT), + Property(name="overview", data_type=DataType.TEXT), + ], + ) + + # Build objects to insert + + response = await collection.data.insert_many(objects) + return response + + +loop = asyncio.new_event_loop() +try: + response = loop.run_until_complete(async_insert()) +finally: + loop.close() + +# END AsyncInsertionExample + +# START AsyncSearchExample +import weaviate +from weaviate.classes.config import Configure, Property, DataType +from weaviate.collections.classes.internal import GenerativeSearchReturnType +import asyncio +import os + + +cohere_api_key = os.getenv("COHERE_API_KEY") # Best practice: store your API keys in environment variables + +async_client = weaviate.use_async_with_local( + headers={ + "X-Cohere-Api-Key": cohere_api_key # Replace with your Cohere API key + } +) + + +async def async_query() -> GenerativeSearchReturnType: + async with async_client: + # Note `collections.get()` is not an async method + collection = async_client.collections.get(name="Movie") + + response = await collection.generate.hybrid( + "romantic comedy set in Europe", + target_vector="overview_vector", + grouped_task="Write an ad, selling a bundle of these movies together", + limit=3, + ) + return response + + +loop = asyncio.new_event_loop() +try: + response = loop.run_until_complete(async_query()) +finally: + loop.close() + + +print(response.generated) +for o in response.objects: + print(o.properties["title"]) +# END AsyncSearchExample + + +# ===================================================================================== +# Async Context Manager +# ===================================================================================== + +# START AsyncContextManager +import weaviate + +async def context_manager_example() -> bool: + async with weaviate.use_async_with_local() as async_client: + # The async context manager automatically connects and disconnects + # Use the async client - for example, check if it's ready + readiness = await async_client.is_ready() + return readiness + + +loop = asyncio.new_event_loop() +try: + readiness = loop.run_until_complete(context_manager_example()) +finally: + loop.close() +# END AsyncContextManager + + +assert readiness == True diff --git a/developers/weaviate/client-libraries/python/async.md b/developers/weaviate/client-libraries/python/async.md new file mode 100644 index 000000000..bf2d14bba --- /dev/null +++ b/developers/weaviate/client-libraries/python/async.md @@ -0,0 +1,208 @@ +--- +title: Async API +sidebar_position: 40 +image: og/docs/client-libraries.jpg +# tags: ['python', 'client library'] +--- + +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; +import PythonCode from '!!raw-loader!/_includes/code/client-libraries/python_v4.py'; +import FastAPIExample from '!!raw-loader!/_includes/code/client-libraries/minimal_fastapi.py'; + +:::info Added in `weaviate-client` `v4.7.0` +The async Python client is available in `weaviate-client` versions `4.7.0` and higher. +::: + +The Python client library provides a [synchronous API](./index.md) by default, but an asynchronous API is also available for concurrent applications. + +For asynchronous operations, use the `WeaviateAsyncClient` async client, available in `weaviate-client` `v4.7.0` and up. + +The `WeaviateAsyncClient` async client largely supports the same functions and methods as the `WeaviateClient` [synchronous client](./index.md), with the key difference that the async client is designed to be used in an `async` function running in an [`asyncio` event loop](https://docs.python.org/3/library/asyncio-eventloop.html#asyncio-event-loop). + +## Installation + +The async client is already included in the `weaviate-client` package. Follow the installation instructions in the [Python client library documentation](./index.md#installation). + +## Instantiation + +An async client `WeaviateAsyncClient` object can be instantiated [using a helper function](#instantiation-helper-functions), or by [explicitly creating an instance of the class](#direct-instantiation). + +### Instantiation helper functions + +These instantiation helper functions are similar to the [synchronous client helper functions](./index.md#connection-helper-functions), and return an equivalent async client object. + +- `use_async_with_local` +- `use_async_with_weaviate_cloud` +- `use_async_with_custom` + +However, the async helper functions do not connect to the server as their synchronous counterparts do. + +When using the async helper functions, you must call the async `.connect()` method to connect to the server, and call `.close()` before exiting to clean up. (Except when using a [context manager](#context-manager).) + +The async helper functions take the same parameters for [external API keys](./index.md#external-api-keys), [connection timeout values](./index.md#timeout-values) and [authentication details](./index.md#authentication). + + + + + + + + + + + + + + + + + + + + + + +### Explicit instantiation + +If you need to pass custom parameters, use the `weaviate.WeaviateAsyncClient` class to instantiate a client. This is the most flexible way to instantiate the client object. + + + +When you instantiate a connection directly, you have to call the (now async) `.connect()` method to connect to the server. + + + +## Sync and async methods + +The async client object is designed to be used in an `async` function running in an [`asyncio` event loop](https://docs.python.org/3/library/asyncio-eventloop.html#asyncio-event-loop). + +Accordingly, a majority of the client methods are `async` functions that return [`Coroutines` objects](https://docs.python.org/3/library/asyncio-task.html#coroutine). However, some methods are synchronous and can be used in a synchronous context. + +As a rule of thumb, a method that involves a request to Weaviate will be an async function, while a method that executes in a local context will be synchronous. + +### How to identify async methods + +Async methods are identified by their method signatures. Async methods are defined with the `async` keyword, and they return `Coroutine` objects. + +To see a method signature, you can use the `help()` function in Python, or use an IDE that supports code completion such as [Visual Studio Code](https://code.visualstudio.com/docs) or [PyCharm](https://www.jetbrains.com/help/pycharm/viewing-reference-information.html). + +### Example async methods + +Methods that involve sending requests to Weaviate will be async functions. For example, each of the following operations is an async function: + +- `async_client.connect()`: Connect to a Weaviate server +- `async_client.collections.create()`: Create a new collection +- `.data.insert_many()`: Insert a list of objects into a collection + +### Example sync methods + +Methods that execute in a local context are likely to be synchronous. For example, each of the following operations is a sync function: + +- `async_client.collections.get("")`: Create a Python object to interact with an existing collection (this does not create a collection) +- `async_client.is_connected()`: Check the last known connection status to the Weaviate server + +## Context manager + +The async client can be used in an asynchronous context manager, in a pattern similar to: + + + +When using the async client in a context manager, you do not need to call `.connect()` or `.close()` explicitly. The client handles the connection and disconnection automatically. + +## Async usage examples + +The async client object largely provides the same functionality as the [synchronous Python client](./index.md), with some key differences. First, the async client is designed to be used in an `async` function running in an [`asyncio` event loop](https://docs.python.org/3/library/asyncio-eventloop.html#asyncio-event-loop). Accordingly, many of the client methods are `async` functions that return [`Coroutine` objects](https://docs.python.org/3/library/asyncio-task.html#coroutine). + +To execute an async client method, you must `await` it in another `async` function. To execute an `async` function in a Python script, you can use `asyncio.run(my_async_function)` or the event loop directly: + +```python +loop = asyncio.new_event_loop() +loop.run_until_complete(my_async_function()) +``` + +### Data insertion + +In this example, we create a new collection and insert a list of objects into the collection using the async client. + +Note the use of a context manager in the async function. The context manager is used to ensure that the client is connected to the server during the data insertion operation. + + + +### Search & RAG + +In this example, we perform retrieval augmented generation (RAG) with hybrid search results using the async client. + +Note the use of a context manager in the async function. The context manager is used to ensure that the client is connected to the server during the data insertion operation. + + + +### Bulk data insertion + +For server-side batch operations, we recommend using the synchronous client and its [`batch` operations](./index.md#batch-imports). The batch operations are designed to handle large amounts of data efficiently through concurrent requests already. + +The async client still offers `insert` and `insert_many` methods for data insertion, which can be used in an async context. + +### Application-level example + +A common use case for the async client is in web applications, where multiple requests are handled concurrently. Here is an indicative, minimal example integrating the async client with [FastAPI](https://fastapi.tiangolo.com/), a popular web framework for creating modular web API microservices: + + + +If you run this example, you will see the FastAPI server running on `http://localhost:8000`. You can interact with the server using the `/` and `/search` endpoints. + +:::note Data insertion not shown +Note that this example is minimal and does not include collection creation or object insertion. It assumes that the collection `Movie` already exists. +::: + +## Questions and feedback + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + diff --git a/developers/weaviate/client-libraries/python/index.md b/developers/weaviate/client-libraries/python/index.md index ead5e920a..3f3e2521b 100644 --- a/developers/weaviate/client-libraries/python/index.md +++ b/developers/weaviate/client-libraries/python/index.md @@ -15,6 +15,10 @@ import BatchVectorCode from '!!raw-loader!/_includes/code/howto/manage-data.impo This page broadly covers the Weaviate Python client (`v4` release). For usage information not specific to the Python client, such as code examples, see the relevant pages in the [Weaviate documentation](../../index.md). Some frequently used sections are [listed here](#code-examples--resources) for convenience. +### Asynchronous usage + +The Python client library provides a synchronous API by default through the `WeaviateClient` class, which is covered on this page. An asynchronous API is also available through the `WeaviateAsyncClient` class (from `weaviate-client` `v4.7.0` and up). See the [async client API page](./async.md) for further details. + ## Installation :::tip Migrating from `v3` to `v4` @@ -120,11 +124,12 @@ This will close the client connection when you leave the `with` block. There are multiple ways to connect to your Weaviate instance. To instantiate a client, use one of these styles: -- [Python client v4 helper methods](#python-client-v4-helper-methods) -- [Python client v4 explicit connection](#python-client-v4-explicit-connection) -- [Python client v3 style connection](#python-client-v3-api) +- [Connection helper functions](#connection-helper-functions) +- [Explicit instantiation](#explicit-instantiation) +- [Async client](#async-client) +- [Legacy (v3) API](#legacy-v3-api) -### Python client v4 helper functions +### Connection helper functions - `weaviate.connect_to_wcs()` - `weaviate.connect_to_local()` @@ -238,10 +243,9 @@ For OIDC authentication with the Client Credentials flow, use the `AuthClientCre For OIDC authentication with the Refresh Token flow, use the `AuthBearerToken` class. -If the helper functions do not provide the customization you need, use the [`WeaviateClient`](#python-client-v4-explicit-connection) class to instantiate the client. - +If the helper functions do not provide the customization you need, use the [`WeaviateClient`](#explicit-client-instantiation) class to instantiate the client. -### Python client v4 explicit connection +### Explicit instantiation If you need to pass custom parameters, use the `weaviate.WeaviateClient` class to instantiate a client. This is the most flexible way to instantiate the client object. @@ -254,13 +258,24 @@ When you instantiate a connection directly, you have to call the `.connect()` me language="py" /> -### Python client v3 API +### Async client + +:::info Added in `weaviate-client` `v4.7.0` +::: + +The `v4` API client supports asynchronous (`asyncio`) operations through the `WeaviateAsyncClient` class. + +You can instantiate an `WeaviateAsyncClient` object directly, or use helper functions with a `weaviate.use_async_xxx` prefix such as `weaviate.use_async_with_weaviate_cloud()`. + +For more details, see the [async Python client documentation](./async.md). + +### Legacy (v3) API To create an older, `v3` style `Client` object, use the `weaviate.Client` class. This method is available for backwards compatibility. Where possible, use a client v4 connection. To create a `v3` style client, refer to the [`v3` client documentation](./python_v3.md). -### Initial connection checks +## Initial connection checks When establishing a connection to the Weaviate server, the client performs a series of checks. These includes checks for the server version, and to make sure that the REST and gRPC ports are available. @@ -277,6 +292,7 @@ In most cases, you should use the default `False` setting for `skip_init_checks` For additional connection configuration, see [Timeout values](#timeout-values). + ## Batch imports The `v4` client offers two ways to perform batch imports. From the client object directly, or from the collection object. diff --git a/developers/weaviate/client-libraries/python/python_v3.md b/developers/weaviate/client-libraries/python/python_v3.md index e57f3435f..fe9e84795 100644 --- a/developers/weaviate/client-libraries/python/python_v3.md +++ b/developers/weaviate/client-libraries/python/python_v3.md @@ -1,6 +1,6 @@ --- -title: Python Client v3 -sidebar_position: 15 +title: Legacy (v3) API +sidebar_position: 80 image: og/docs/client-libraries.jpg # tags: ['python', 'client library'] --- @@ -10,7 +10,7 @@ The current Python client version is `v||site.python_client_version||` ::: :::info `v4` client available -This document relates to the `v3` client. We recommend you upgrade to the [`v4` client](./index.md) if possible. The `v3` client is still available for backwards compatibility, and receive with bug fixes and security updates, but it will be updated with new Weaviate features, and may be subset sometime in the second half of 2024. +This document relates to the legacy `v3` client and API. We recommend you upgrade to the [`v4` client](./index.md) if possible. The `v3` client is still available for backwards compatibility, and receive with bug fixes and security updates, but it will be updated with new Weaviate features, and may be subset sometime in the second half of 2024. We also have a [migration guide for moving from `v3` client to the `v4`](./v3_v4_migration.md). ::: diff --git a/developers/weaviate/client-libraries/python/v3_v4_migration.md b/developers/weaviate/client-libraries/python/v3_v4_migration.md index 486b78113..ecd1ad723 100644 --- a/developers/weaviate/client-libraries/python/v3_v4_migration.md +++ b/developers/weaviate/client-libraries/python/v3_v4_migration.md @@ -1,6 +1,6 @@ --- title: Migrate from v3 to v4 -sidebar_position: 12 +sidebar_position: 50 image: og/docs/client-libraries.jpg # tags: ['python', 'client library'] --- @@ -102,7 +102,7 @@ To configure connection timeout values, see [Timeout values](/developers/weaviat -The `v3` API style `Client` object is [still available](./index.md#python-client-v3-api), and will be deprecated in the future. +The `v3` API style `Client` object is [still available](./index.md#legacy-v3-api), and will be deprecated in the future. ## Major changes diff --git a/requirements.txt b/requirements.txt index c5de7eac5..950654135 100644 --- a/requirements.txt +++ b/requirements.txt @@ -64,8 +64,8 @@ traitlets==5.14.1 typing_extensions==4.9.0 tzdata==2023.4 urllib3==2.1.0 -validators==0.22.0 +validators==0.28.3 wcwidth==0.2.13 -weaviate-client==4.5.0 -weaviate-demo-datasets==0.4.8 +weaviate-client==4.6.5 +weaviate-demo-datasets==0.4.12 wrapt==1.16.0 From 4f83bd0e81aa265e69b023d7c425d77444557789 Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Mon, 15 Jul 2024 07:38:41 -0700 Subject: [PATCH 18/30] Update tenant activity status used (#2338) --- _includes/code/howto/manage-data.multi-tenancy.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/_includes/code/howto/manage-data.multi-tenancy.py b/_includes/code/howto/manage-data.multi-tenancy.py index a849fa1c9..73402f6aa 100644 --- a/_includes/code/howto/manage-data.multi-tenancy.py +++ b/_includes/code/howto/manage-data.multi-tenancy.py @@ -188,14 +188,14 @@ # ======================================= # START UpdateTenants -from weaviate.classes.tenants import Tenant +from weaviate.classes.tenants import Tenant, TenantActivityStatus multi_collection = client.collections.get("MultiTenancyCollection") # highlight-start multi_collection.tenants.update(tenants=[ Tenant( name="tenantA", - activity_status=weaviate.schema.TenantActivityStatus.INACTIVE + activity_status=TenantActivityStatus.INACTIVE ) ]) # highlight-end @@ -211,7 +211,7 @@ multi_collection.tenants.update(tenants=[ Tenant( name="tenantA", - activity_status=weaviate.schema.TenantActivityStatus.ACTIVE + activity_status=TenantActivityStatus.ACTIVE ) ]) tenants = multi_collection.tenants.get() From 204734db1b6e3434a8ffe0e6dbe5a0a631bf76fc Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 15 Jul 2024 15:57:20 -0400 Subject: [PATCH 19/30] DR-533 review feedback (#2340) --- developers/weaviate/config-refs/schema/range-index.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/developers/weaviate/config-refs/schema/range-index.md b/developers/weaviate/config-refs/schema/range-index.md index e16bdd776..514b6962a 100644 --- a/developers/weaviate/config-refs/schema/range-index.md +++ b/developers/weaviate/config-refs/schema/range-index.md @@ -20,7 +20,7 @@ import TSCodeV2 from '!!raw-loader!/_includes/code/indexes/indexes-v2.ts'; Object properties in Weaviate are indexed and searchable. The [rangeable index](/developers/weaviate/config-refs/schema/range-index) is an efficient way to search ranges of data. -The rangeable index is available for data that is stored as an `int`, `number`, or `date` type. The index is not available for arrays of these data types or for `floats`. +The rangeable index is available for data that is stored as an `int`, `number`, or `date` type. The index is not available for arrays of these data types. Use the rangeable index instead when you want to filter properties using comparison operators like `GreaterThan`, `GreaterThanEqual`, `LessThan`, and `LessThanEqual`. For keyword-search, the [inverted-index](/developers/weaviate/more-resources/performance#inverted-index) is a better choice. @@ -41,9 +41,9 @@ Configure the index when you define your [collection properties](/developers/wea ## Considerations -- **Default value** The default value of `indexRangeable` is `false`. In contrast, `indexSearchable` and `indexFilterable` both default to `true`. +- **Default value** The default value of `indexRangeFilters` is `false`. In contrast, `indexSearchable` and `indexFilterable` both default to `true`. -- **Filter compatibility** `indexRangeable` and `indexFilterable` can be used together or independently. +- **Filter compatibility** `indexRangeFilters` and `indexFilterable` can be used together or independently. This chart shows which filter makes the comparison when one or both index type is `true` for a property. From 2e50f7a5b944d59f702e05b5d8f9c4ccba60aa23 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 15 Jul 2024 16:58:14 -0400 Subject: [PATCH 20/30] DR-481 blog sq (#2341) --- .../_core-1-26-include.mdx | 8 +++++++- blog/2024-07-09-weaviate-1-26-release/index.mdx | 2 +- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 22498c552..5b5d7d0a8 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -56,7 +56,13 @@ Cool stuff goes here ## Scalar Quantization -Cool stuff goes here +This release introduces a new vector compression technique called scalar quantization (SQ). SQ is a powerful technique that reduces the storage space required for each dimension of a vector. In Weaviate, vector dimensions are typically stored using 32 bit floating point numbers. With scalar quantization, each dimension is converted into an 8 bit integer. This transformation effectively cuts the size of vectors by 75% since 8 bit representations only need a quarter of the original 32 bits. + +Image color depth is a helpful analogy. An image that has a deep pallet uses many bits of information to capture shades of a color. An image with low bit-depth has a more limited number of colors (256 values for 8 bits). The scene is still clearly visible. Even though there may be visual artifacts, the lower bit-depth significantly reduces the storage space required. + +Practically speaking, scalar quantization provides a fourfold reduction in vector size with about a 5% loss in retrieval recall. Techniques such as over-fetching and rescoring mitigate the reduction and improve recall. + +Scalar quantization offers a compelling trade-off between storage efficiency and retrieval accuracy. This makes SQ an essential tool for optimizing vector storage in Weaviate. Look for more details on SQ and SQ related experiments in a deep dive blog post that's coming soon! ## Dashboards for async indexes diff --git a/blog/2024-07-09-weaviate-1-26-release/index.mdx b/blog/2024-07-09-weaviate-1-26-release/index.mdx index 4b44ceee4..7a783bdef 100644 --- a/blog/2024-07-09-weaviate-1-26-release/index.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/index.mdx @@ -1,7 +1,7 @@ --- title: Weaviate 1.26 Release slug: weaviate-1-26-release -authors: [jp, dave, zain] +authors: [dave, jp, zain] date: 2024-07-09 image: ./img/hero.png tags: ['release', 'engineering'] From 9e0da9b12f6ba36aea513a0bee163c1c72e4b4ba Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 15 Jul 2024 18:00:18 -0400 Subject: [PATCH 21/30] DR-534 add illustrations (#2342) * DR-534 add illustrations * DR-534 illustrations * DR-534 illustrations --- .../_core-1-26-include.mdx | 12 ++++++++++++ .../img/Charts.jpg | Bin 0 -> 210557 bytes .../img/Range.jpg | Bin 0 -> 70144 bytes .../img/SQ.jpg | Bin 0 -> 89478 bytes 4 files changed, 12 insertions(+) create mode 100644 blog/2024-07-09-weaviate-1-26-release/img/Charts.jpg create mode 100644 blog/2024-07-09-weaviate-1-26-release/img/Range.jpg create mode 100644 blog/2024-07-09-weaviate-1-26-release/img/SQ.jpg diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 5b5d7d0a8..7e4f491f6 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -16,6 +16,10 @@ Here are the release ⭐️*highlights*⭐️! ## Improved Range Queries +import RangeGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/Range.jpg'; + +

    Range query section graphic

    + The new rangeable index is a powerful new tool for quantitative comparisons. Object properties in Weaviate are indexed and searchable. In earlier releases, range queries were computationally expensive. The new rangeable index is an efficient way to quickly search ranges of data. Use the new index type when you anticipate using numerical comparisons over ranges of values. When you define a property type as `int`, `number`, or `date`, consider defining a rangeable index too. @@ -56,6 +60,10 @@ Cool stuff goes here ## Scalar Quantization +import SQGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/SQ.jpg'; + +

    SQ section graphic

    + This release introduces a new vector compression technique called scalar quantization (SQ). SQ is a powerful technique that reduces the storage space required for each dimension of a vector. In Weaviate, vector dimensions are typically stored using 32 bit floating point numbers. With scalar quantization, each dimension is converted into an 8 bit integer. This transformation effectively cuts the size of vectors by 75% since 8 bit representations only need a quarter of the original 32 bits. Image color depth is a helpful analogy. An image that has a deep pallet uses many bits of information to capture shades of a color. An image with low bit-depth has a more limited number of colors (256 values for 8 bits). The scene is still clearly visible. Even though there may be visual artifacts, the lower bit-depth significantly reduces the storage space required. @@ -66,6 +74,10 @@ Scalar quantization offers a compelling trade-off between storage efficiency and ## Dashboards for async indexes +import ChartsGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/Charts.jpg'; + +

    Charts section graphic

    + Weaviate gathers metrics that are compatible with the open-source [Prometheus](https://prometheus.io/docs/introduction/overview/) monitoring and alerting system. The v1.26 Weaviate release adds [new metrics](/developers/weaviate/configuration/monitoring) that monitor aysnc indexing queues. 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2024 11:26:10 -0700 Subject: [PATCH 23/30] Draft blog (#2313) --- .../_core-1-26-include.mdx | 57 ++++++++++++++++--- 1 file changed, 50 insertions(+), 7 deletions(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 7e4f491f6..a75ca74f0 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -6,12 +6,15 @@ Here are the release ⭐️*highlights*⭐️! - [**Improved Range Queries**](#improved-range-queries) - [**Async Replication**](#async-replication) -- [**Module improvements**](#module-improvements) +- [**Anthropic integration**](#anthropic-integration) +- [**Bulk enable API-based modules**](#bulk-enable-modules) - [**Multi target vector**](#multi-target-vector) +- [**Tenant statuses changed**](#tenant-statuses-changed) - [**Tenant offload to cloud storage**](#tenant-offload-to-cloud-storage) -- [**Async Python Implementation**](#async-python-implementation) +- [**Async Python client**](#async-python-client) - [**Scalar Quantization**](#scalar-quantization) - [**Dashboards for async indexes**](#dashboards-for-async-indexes) +- [**Korean tokenizer**](#korean-tokenizer) - [**Additional changes**](#additional-changes) ## Improved Range Queries @@ -42,21 +45,55 @@ Async replication is much more effective than repair-on-read when there are many Read more. TODO-LINK -## Module improvements +## Anthropic integration -Cool stuff goes here +Anthropic generative AI integration is now available in Weaviate. This integration allows you to use the `Claude` family of models from Anthropic to perform generative search on your data. The integration includes support for the latest models, such as `Claude 3.5 Sonnet`. + +This integration will be enabled by default on Weaviate Cloud [WCD](https://console.weaviate.cloud/) instances. + +To enable the Anthropic integration on a local deployment, add `generative-anthropic` to the `ENABLE_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md), or use the `ENABLE_API_BASED_MODULES` environment variable as described below. + +## Bulk enable modules + +The `ENABLE_API_BASED_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md) adds the ability to enable all relevant modules for API-based [model provider integrations](/developers/weaviate/model-providers/index.md) with one setting. + +This you no longer have to enable each module individually in the `ENABLE_MODULES` environment variable. + +`ENABLE_API_BASED_MODULES` works additively with the `ENABLE_MODULES` environment variable. If you set `ENABLE_API_BASED_MODULES` to `true`, and `ENABLE_MODULES` to `text2vec-ollama,generative-ollama,backup-s3` for example, `text2vec-ollama`, `generative-ollama`, and `backup-s3` are enabled as well as all API-based modules are enabled. + +Note this feature is experimental and may change in future releases. Also keep in mind that enabling multiple modules will disable the [`Explore`](/developers/weaviate/api/graphql/explore.md) feature. ## Multi target vector Cool stuff goes here +## Tenant statuses changed + +Tenant [activity statuses](/developers/weaviate/concepts/data.md#tenant-status) were added in Weaviate `1.21` to allow unused tenants to not occupy valuable memory. These tenants were marked as `COLD` tenants, in contrast to `HOT` tenants that are actively used. + +These statues have been changed in Weaviate `1.26` to `ACTIVE` and `INACTIVE` to better reflect the tenant status. Their functionalities remain the same; `ACTIVE` tenants are active and loaded in memory with read/write operations available to them, while `INACTIVE` tenants are stored on disk and not available for read nor write. + +This is in addition to the new, `OFFLOADED` status. + ## Tenant offload to cloud storage -Cool stuff goes here +In addition to the option of putting tenants in `INACTIVE` status, Weaviate `1.26` introduces the ability to "offload" tenants to cloud storage. This allows you to store tenants on lower-cost cloud storage and load them back into memory when needed. -## Async Python Implementation +Such a tenant is marked as `OFFLOADED` and is not available for read nor write operations. This adds a new level of flexibility to Weaviate, allowing you to store tenants on disk or in cloud storage, depending on your needs. While the tenant is being offloaded or being loaded back into memory, it will have the status of `OFFLOADING` or `ONLOADING` respectively. -Cool stuff goes here +Currently this is supported for AWS S3, with more cloud storage providers to be added in future releases. + +:::warning +TODO - add links to docs +::: + +## Async Python client + +The Weaviate Python client library adds a `WeaviateAsyncClient` object that supports asynchronous operations. This allows you to use the client in an asynchronous manner, which can be useful for highly concurrent applications such as web servers. + +:::warning +TODO - add links to docs +::: ## Scalar Quantization @@ -84,6 +121,12 @@ Use these metrics with Prometheus and [Grafana](https://grafana.com/docs/) to mo If you don't see a metric that you need, you can extend Weaviate to add new metrics. To suggest a new metric, or to get started writing your own, see the [contributor guide](/developers/contributor-guide). +## Korean tokenizer + +A new Korean tokenizer is available in Weaviate `1.26` (and `1.25.7`). This tokenizer is based on the `kagome` library and a `MeCab` dictionary. To enable the Korean tokenizer, set the `ENABLE_TOKENIZER_KAGOME_KR` [environment variable](/developers/weaviate/config-refs/env-vars.md) to `true`, and set `kagome_kr` as the [tokenization method](/developers/weaviate/config-refs/schema/index.md#kagome_kr-tokenization-method) for the relevant properties. + +Note this feature is experimental and may change in future releases. + ## Additional changes - Starting in Helm chart version 17.0.1, constraints on module resources are commented out to improve performance. To constrain resources for specific modules, add the constraints in your `values.yaml` file. From 112b0397974123307cd19eeb6395000bd1c67e98 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Tue, 16 Jul 2024 15:01:48 -0400 Subject: [PATCH 24/30] DR-536 py 3 code example for range index (#2347) * DR-536 py3 code example * DR-536 py3 code example --- _includes/code/indexes/indexes-v3.py | 39 ++++++++++++------- .../config-refs/schema/range-index.md | 8 ++++ 2 files changed, 34 insertions(+), 13 deletions(-) diff --git a/_includes/code/indexes/indexes-v3.py b/_includes/code/indexes/indexes-v3.py index 06cc114e5..6144317b4 100644 --- a/_includes/code/indexes/indexes-v3.py +++ b/_includes/code/indexes/indexes-v3.py @@ -1,8 +1,3 @@ -#### DOESN'T WORK YET - -# ================================ -# ===== INSTANTIATION-COMMON ===== -# ================================ import os import weaviate @@ -18,24 +13,42 @@ # ===== CREATE A COLLECTION WITH PROPERTIES ===== # =============================================== -# Clean slate -if client.schema.exists(class_name): - client.schema.delete_class(class_name) +# Clean start +if client.schema.exists("Inventory"): + client.schema.delete_class("Inventory") -# START CreateCollectionWithProperties +# START RangeIndex class_obj = { - "class": "Article", + "class": "Inventory", "properties": [ { - "name": "title", + "name": "itemName", "dataType": ["text"], }, { - "name": "body", + "name": "itemDescription", "dataType": ["text"], }, + { + "name": "itemCount", + "dataType": ["int"], + "indexRangeFilters": True, + }, ], + "invertedIndexConfig": { + "bm25": { + "b": 0.7, + "k1": 1.25 + }, + "indexTimestamps": True, + "indexNullState": True, + "indexPropertyLength": True + } } client.schema.create_class(class_obj) # returns null on success -# END CreateCollectionWithProperties +# END RangeIndex + +# Test +schema = client.schema.get("Inventory") +assert schema["properties"][2]['indexRangeFilters'] == True diff --git a/developers/weaviate/config-refs/schema/range-index.md b/developers/weaviate/config-refs/schema/range-index.md index 514b6962a..73b999360 100644 --- a/developers/weaviate/config-refs/schema/range-index.md +++ b/developers/weaviate/config-refs/schema/range-index.md @@ -37,6 +37,14 @@ Configure the index when you define your [collection properties](/developers/wea language="py" /> + + + ## Considerations From 421b3d67adf53be9881c27cc1ad4e497f15709db Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Thu, 18 Jul 2024 17:02:20 -0400 Subject: [PATCH 25/30] Add 'OFFLOAD_S3_BUCKET_AUTO_CREATE' to the docs (#2351) * Add 'OFFLOAD_S3_BUCKET_AUTO_CREATE' to the docs * Update note re AWS permissions * clarify permission language --- developers/weaviate/config-refs/env-vars.md | 1 + developers/weaviate/configuration/modules.md | 7 ++++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/developers/weaviate/config-refs/env-vars.md b/developers/weaviate/config-refs/env-vars.md index 82c7ddd3d..f1ece5fc7 100644 --- a/developers/weaviate/config-refs/env-vars.md +++ b/developers/weaviate/config-refs/env-vars.md @@ -63,6 +63,7 @@ All other values are interpreted as `false`. | `CONTEXTIONARY_URL` | Service-Discovery for the contextionary container | `string - URL` | `http://contextionary` | | `IMAGE_INFERENCE_API` | The endpoint where to reach the img2vec-neural module if enabled | `string` | `http://localhost:8000` | | `OFFLOAD_S3_BUCKET` | The S3 bucket to use for offloading (default: `weaviate-offload`) | `string` | `my-custom-offload-bucket` | +| `OFFLOAD_S3_BUCKET_AUTO_CREATE` | Whether to automatically create the S3 bucket for offloading if it does not exist (default: `false`) | `boolean` | `true` | | `OFFLOAD_S3_CONCURRENCY` | The maximum number of parts that will be uploaded/downloaded in parallel during offloading operations (default: `25`) | `string - number` | `10` | | `OFFLOAD_TIMEOUT` | The request timeout value, in seconds (default: `120`) | `string - number` | `60` | | `TRANSFORMERS_INFERENCE_API` | The endpoint where to reach the transformers module if enabled | `string` | `http://t2v-transformers:8080` | diff --git a/developers/weaviate/configuration/modules.md b/developers/weaviate/configuration/modules.md index 25b4e62ee..62a4d6bb1 100644 --- a/developers/weaviate/configuration/modules.md +++ b/developers/weaviate/configuration/modules.md @@ -162,12 +162,17 @@ services: The `offload-s3` module reads the following environment variables: - `OFFLOAD_S3_BUCKET`: The S3 bucket to which the tenants are offloaded. - - The default is `weaviate-offload`. If the bucket does not exist, it will be created by Weaviate + - The default is `weaviate-offload`. If the bucket does not exist, and `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, the bucket will be created. +- `OFFLOAD_S3_BUCKET_AUTO_CREATE`: Whether to automatically create the S3 bucket if it does not exist. The default is `false`. - `OFFLOAD_S3_CONCURRENCY`: The number of concurrent offload operations. The default is `25`. - `OFFLOAD_TIMEOUT`: The timeout for offloading operations (create bucket, upload, download). The default is `120` (in seconds) - Offload operations are asynchronous. As a result, the timeout is for the operation to start, not to complete. - Each operation will retry up to 10 times on timeouts, except on authentication/authorization errors. +:::tip AWS permissions +The Weaviate instance must have the necessary permissions to access the S3 bucket. For example, the provided AWS identity must be able to write to the bucket; and if `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, the identity must have permission to create the bucket. +::: + ## Custom modules See [here](../modules/other-modules/custom-modules.md) how you can create and use your own modules. From c5eddc257d4a740f901293148d4552ae17e3b457 Mon Sep 17 00:00:00 2001 From: JP Hwang <61258750+databyjp@users.noreply.github.com> Date: Thu, 18 Jul 2024 17:03:01 -0400 Subject: [PATCH 26/30] 20240718/add links in blogs (#2352) * Add links in docs * Minor updates --- .../_core-1-26-include.mdx | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index a75ca74f0..10e4b0771 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -53,6 +53,8 @@ This integration will be enabled by default on Weaviate Cloud [WCD](https://cons To enable the Anthropic integration on a local deployment, add `generative-anthropic` to the `ENABLE_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md), or use the `ENABLE_API_BASED_MODULES` environment variable as described below. +See the [Anthropic integration page](/developers/weaviate/model-providers/anthropic/index.md) for more information. + ## Bulk enable modules The `ENABLE_API_BASED_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md) adds the ability to enable all relevant modules for API-based [model provider integrations](/developers/weaviate/model-providers/index.md) with one setting. @@ -73,7 +75,7 @@ Tenant [activity statuses](/developers/weaviate/concepts/data.md#tenant-status) These statues have been changed in Weaviate `1.26` to `ACTIVE` and `INACTIVE` to better reflect the tenant status. Their functionalities remain the same; `ACTIVE` tenants are active and loaded in memory with read/write operations available to them, while `INACTIVE` tenants are stored on disk and not available for read nor write. -This is in addition to the new, `OFFLOADED` status. +This is in addition to the new, `OFFLOADED` status, which is described below. ## Tenant offload to cloud storage @@ -83,17 +85,13 @@ Such a tenant is marked as `OFFLOADED` and is not available for read nor write o Currently this is supported for AWS S3, with more cloud storage providers to be added in future releases. -:::warning -TODO - add links to docs -::: +Read more about how to [set tenant activity statuses](/developers/weaviate/manage-data/multi-tenancy.md#update-tenant-activity-status), or about the [`s3-offload` module](/developers/weaviate/configuration/modules.md#offload-s3-module). ## Async Python client -The Weaviate Python client library adds a `WeaviateAsyncClient` object that supports asynchronous operations. This allows you to use the client in an asynchronous manner, which can be useful for highly concurrent applications such as web servers. +The Weaviate Python client library adds a `WeaviateAsyncClient` object and API that supports asynchronous operations. This allows you to use the client in an asynchronous manner, which can be useful for highly concurrent applications such as web servers. -:::warning -TODO - add links to docs -::: +The new async client API is described [on a dedicated page](/developers/weaviate/client-libraries/python/async.md). It includes [practical examples](/developers/weaviate/client-libraries/python/async.md#application-level-example) of using the async client in your Python code with [FastAPI](https://fastapi.tiangolo.com/), a popular asynchronous web framework for creating modular web API microservices. ## Scalar Quantization From 0b26530bf8f8e2d122ba0e7571182582ab291d43 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Sun, 21 Jul 2024 18:46:25 -0400 Subject: [PATCH 27/30] DR-478 blog multi target vector (#2356) * DR-471 v1.26 release tasks * DR-471 v1.26 release tasks * DR-474 create blog post skeleton (#2253) * DR-474 create blog release notes skeleton * bold city * include * include not showing up * solved * Refesh (#2294) * Webinars Update (#2272) * Update * Blog Update * Minor fixes iosblog (#2275) * fix dates, title, linkedIn and twitter links * Webinars Update (#2272) (#2274) * Update * Blog Update Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> --------- Co-authored-by: AJ Chan Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> * Update docusaurus.config.js (#2277) * People Update (#2278) * Episode Update (#2279) * Add `Kagome` Korean tokenizer docs (#2281) * Draft Kagome tokenizer docs * Add 'USE_GSE' * add tokenization examples * Update kagome available version * 20240705 update banner (#2284) * Draft banner * Update time * add many shot ICL paper (#2285) * CTA Update (#2286) * DR-521 release py4.6.6 core1.25.7 (#2283) * Correct version links (#2287) * DR-522 align section names with semantic naming (#2288) * DR-522 align section names with semantic naming * DR-522 align section names with semantic naming * staging * staging * redirects * add axn paper (#2289) * add axn paper * Update index.mdx * Title Update (#2290) * Fix version include (#2291) --------- Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan * DR-523 blog helm changes (#2295) * DR-489 docs scalar quantization (#2296) * DR-489 sq compression * redirects * old links * links * clean up * clean up * multi-vector * background * background * staging * pause * py clients * ts client * not yet supported * DR-502 docs default maxConnections (#2304) * DR-476 blog async replication (#2324) * DR-476 blog async replication * length * DR-490 docs dashboards for async (#2325) * DR-471 v1.26 release tasks * DR-471 v1.26 release tasks * DR-474 create blog post skeleton (#2253) * DR-474 create blog release notes skeleton * bold city * include * include not showing up * solved * Refesh (#2294) * Webinars Update (#2272) * Update * Blog Update * Minor fixes iosblog (#2275) * fix dates, title, linkedIn and twitter links * Webinars Update (#2272) (#2274) * Update * Blog Update Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> --------- Co-authored-by: AJ Chan Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> * Update docusaurus.config.js (#2277) * People Update (#2278) * Episode Update (#2279) * Add `Kagome` Korean tokenizer docs (#2281) * Draft Kagome tokenizer docs * Add 'USE_GSE' * add tokenization examples * Update kagome available version * 20240705 update banner (#2284) * Draft banner * Update time * add many shot ICL paper (#2285) * CTA Update (#2286) * DR-521 release py4.6.6 core1.25.7 (#2283) * Correct version links (#2287) * DR-522 align section names with semantic naming (#2288) * DR-522 align section names with semantic naming * DR-522 align section names with semantic naming * staging * staging * redirects * add axn paper (#2289) * add axn paper * Update index.mdx * Title Update (#2290) * Fix version include (#2291) --------- Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan * DR-523 blog helm changes (#2295) * DR-489 docs scalar quantization (#2296) * DR-489 sq compression * redirects * old links * links * clean up * clean up * multi-vector * background * background * staging * pause * py clients * ts client * not yet supported * DR-502 docs default maxConnections (#2304) * DR-490 docs dashboards for async * image * alt ttxt --------- Co-authored-by: JP Hwang Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan * DR-482 blog dashboards for async indexes (#2326) * DR-482 blog dashboards * staging * DR-484 docs async replication (#2309) * replication * DR-484 docs async repairs * types * basic * code examples * staging * wording * shorten * blog link * DR-483 docs improved range queries (#2330) * DR-483 docs improved range queries * DR-483 docs improved range queries * range page * py4 * py4 * chart * DR-475 blog range queries (#2331) * DR-475 blog range queries * staging * [Draft] Anthropic provider integration pages (#2273) * First revision * Update maxTokens text & code * Add Anthropic to top level list * [Draft] Tenant offloading (#2280) * Tenant offloading draft * Update status names * Update as per comments * Update timeout value to reflect change * [Draft] 1.26/api based modules (#2282) * wip * Update docs for * [Draft] Async python docs (#2311) * wip * wip * Add async draft * typo fix * Address TS comments * Another fix * Update tenant activity status used (#2338) * DR-533 review feedback (#2340) * DR-481 blog sq (#2341) * DR-534 add illustrations (#2342) * DR-534 add illustrations * DR-534 illustrations * DR-534 illustrations * Update hero image (#2345) * Draft blog (#2313) * DR-536 py 3 code example for range index (#2347) * DR-536 py3 code example * DR-536 py3 code example * Add 'OFFLOAD_S3_BUCKET_AUTO_CREATE' to the docs (#2351) * Add 'OFFLOAD_S3_BUCKET_AUTO_CREATE' to the docs * Update note re AWS permissions * clarify permission language * 20240718/add links in blogs (#2352) * Add links in docs * Minor updates * DR-478 blog multi target vector search * hide blog --------- Co-authored-by: JP Hwang Co-authored-by: Shan-Weaviate <137914800+Shan-Weaviate@users.noreply.github.com> Co-authored-by: AJ Chan Co-authored-by: AJ Chan Co-authored-by: JP Hwang <61258750+databyjp@users.noreply.github.com> Co-authored-by: Zain Hasan --- .../_core-1-26-include.mdx | 31 +++++-- .../{index.mdx => _index.mdx} | 0 .../{release_1_26.mdx => _release_1_26.mdx} | 0 developers/weaviate/search/multi-vector.md | 93 +++++++++++++++++++ 4 files changed, 115 insertions(+), 9 deletions(-) rename blog/2024-07-09-weaviate-1-26-release/{index.mdx => _index.mdx} (100%) rename developers/weaviate/release-notes/{release_1_26.mdx => _release_1_26.mdx} (100%) create mode 100644 developers/weaviate/search/multi-vector.md diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index 10e4b0771..f003ff26f 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -8,7 +8,7 @@ Here are the release ⭐️*highlights*⭐️! - [**Async Replication**](#async-replication) - [**Anthropic integration**](#anthropic-integration) - [**Bulk enable API-based modules**](#bulk-enable-modules) -- [**Multi target vector**](#multi-target-vector) +- [**Multi target vector search**](#multi-target-vector-search) - [**Tenant statuses changed**](#tenant-statuses-changed) - [**Tenant offload to cloud storage**](#tenant-offload-to-cloud-storage) - [**Async Python client**](#async-python-client) @@ -43,7 +43,7 @@ Asynch replication addresses this risk and minimizes it. The aysnch replication Async replication is much more effective than repair-on-read when there are many inconsistencies. If, for example, an offline node misses a series of updates, async replication quickly restores consistency when the node returns to service. -Read more. TODO-LINK +[Read more](/developers/weaviate/concepts/replication-architecture/consistency#async-replication) ## Anthropic integration @@ -57,25 +57,38 @@ See the [Anthropic integration page](/developers/weaviate/model-providers/anthro ## Bulk enable modules +**Experimental** This feature is experimental and may change in future releases. + The `ENABLE_API_BASED_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md) adds the ability to enable all relevant modules for API-based [model provider integrations](/developers/weaviate/model-providers/index.md) with one setting. -This you no longer have to enable each module individually in the `ENABLE_MODULES` environment variable. +You do no have to enable individual modules in the `ENABLE_MODULES` environment variable. `ENABLE_API_BASED_MODULES` works additively with the `ENABLE_MODULES` environment variable. If you set `ENABLE_API_BASED_MODULES` to `true`, and `ENABLE_MODULES` to `text2vec-ollama,generative-ollama,backup-s3` for example, `text2vec-ollama`, `generative-ollama`, and `backup-s3` are enabled as well as all API-based modules are enabled. -Note this feature is experimental and may change in future releases. Also keep in mind that enabling multiple modules will disable the [`Explore`](/developers/weaviate/api/graphql/explore.md) feature. +Also keep in mind that enabling multiple modules will disable the [`Explore`](/developers/weaviate/api/graphql/explore.md) feature. + +## Multi target vector search + +Weaviate 1.24 introduces objects with multiple vectors. This release introduces multi vector search. Starting in 1.26, you can make a single query that combines results from across multiple vectors. -## Multi target vector +When you search multiple vectors, just add a list of target vectors to the query. Weaviate automatically combines the results. The mechanism is similar to the [hybrid fusion](/blog/hybrid-search-fusion-algorithms) algorithm in [hybrid search](/developers/weaviate/search/hybrid). -Cool stuff goes here +Each vectorizer creates vectors with their own characteristics. Weaviate allows you to tune your multi vector search to ballance the target vectors in a way that reflects your application needs. + +For details, see [multi target vector search](/developers/weaviate/search/multi-vector). ## Tenant statuses changed -Tenant [activity statuses](/developers/weaviate/concepts/data.md#tenant-status) were added in Weaviate `1.21` to allow unused tenants to not occupy valuable memory. These tenants were marked as `COLD` tenants, in contrast to `HOT` tenants that are actively used. +Tenant [activity status](/developers/weaviate/concepts/data.md#tenant-status) is used to manage memory usage. + +The status names are changed to `ACTIVE` and `INACTIVE` in Weaviate `1.26` to better reflect the tenant status. The status definitions are the same as before. + +- `ACTIVE` tenants are available for read and write operations. +- `INACTIVE` tenants are not available for read or write operations. -These statues have been changed in Weaviate `1.26` to `ACTIVE` and `INACTIVE` to better reflect the tenant status. Their functionalities remain the same; `ACTIVE` tenants are active and loaded in memory with read/write operations available to them, while `INACTIVE` tenants are stored on disk and not available for read nor write. +In earlier versions, `INACTIVE` tenants are marked as `COLD` and `ACTIVE` tenants are marked as `HOT`. -This is in addition to the new, `OFFLOADED` status, which is described below. +This release also adds a new status, `OFFLOADED`. (See [below](#tenant-offload-to-cloud-storage).) ## Tenant offload to cloud storage diff --git a/blog/2024-07-09-weaviate-1-26-release/index.mdx b/blog/2024-07-09-weaviate-1-26-release/_index.mdx similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/index.mdx rename to blog/2024-07-09-weaviate-1-26-release/_index.mdx diff --git a/developers/weaviate/release-notes/release_1_26.mdx b/developers/weaviate/release-notes/_release_1_26.mdx similarity index 100% rename from developers/weaviate/release-notes/release_1_26.mdx rename to developers/weaviate/release-notes/_release_1_26.mdx diff --git a/developers/weaviate/search/multi-vector.md b/developers/weaviate/search/multi-vector.md new file mode 100644 index 000000000..0988803a0 --- /dev/null +++ b/developers/weaviate/search/multi-vector.md @@ -0,0 +1,93 @@ +--- +title: Multiple target vectors +sidebar_position: 50 +image: og/docs/howto.jpg +# tags: ['how to', 'hybrid search'] +--- + +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; +import PyCode from '!!raw-loader!/_includes/code/howto/search.hybrid.py'; +import PyCodeV3 from '!!raw-loader!/_includes/code/howto/search.hybrid-v3.py'; +import TSCode from '!!raw-loader!/_includes/code/howto/search.hybrid.ts'; +import TSCodeLegacy from '!!raw-loader!/_includes/code/howto/search.hybrid-v2.ts'; + +`Multi target vector` uses a single query to search multiple target vectors. The results are combined automatically. + +The [fusion method](#change-the-fusion-method) and the [relative weights](#balance-keyword-and-vector-search) are configurable. + +## Multi target vector search + +Combine the results of a vector search and a keyword search. The search uses a single query string. + + + + + + + + + + + + + + + + + + + + + + + +
    + Example response + +The output is like this: + + + +
    + +## Related pages + +- [Connect to Weaviate](/developers/weaviate/connections/index.mdx) + +## Questions and feedback + +import DocsFeedback from '/_includes/docs-feedback.mdx'; + + From 31b1e2a4c1423a29b1589fa92c968be7bdcbbecd Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 22 Jul 2024 03:43:27 -0400 Subject: [PATCH 28/30] DR-486 docs multi target vector (#2357) * DR-486 docs multi target vector * DR-486 docs multi target vector * DR-486 docs multi target vector * details-one * combine * weights * relative * staging --- .../code/howto/search.multi-target-v4.py | 125 ++++++++++++++++++ .../config-refs/schema/multi-vector.md | 2 - developers/weaviate/search/multi-vector.md | 110 ++++++++------- 3 files changed, 185 insertions(+), 52 deletions(-) create mode 100644 _includes/code/howto/search.multi-target-v4.py diff --git a/_includes/code/howto/search.multi-target-v4.py b/_includes/code/howto/search.multi-target-v4.py new file mode 100644 index 000000000..025c2a391 --- /dev/null +++ b/_includes/code/howto/search.multi-target-v4.py @@ -0,0 +1,125 @@ +# Howto: Multiple target vectors search - Python examples + +# TODO: Needs tests + +# ================================ +# ===== INSTANTIATION-COMMON ===== +# ================================ + +import weaviate +from weaviate.auth import AuthApiKey +import os + +# client = weaviate.connect_to_wcs( +# cluster_url=os.getenv("WCD_DEMO_URL"), +# auth_credentials=AuthApiKey(os.getenv("WCD_DEMO_RO_KEY")), +# headers={ +# "X-OpenAI-Api-Key": os.getenv("OPENAI_APIKEY"), +# }, +# ) + +# client = weaviate.connect_to_local( +# headers={ +# "X-OpenAI-Api-Key": os.getenv("OPENAI_APIKEY"), +# } +# ) + +# ======================== +# ===== Basic search ===== +# ======================== + +# START MultiBasic +collection = client.collections.get("Jeopardy_Tiny_Dataset") +response = collection.query.near_text( + query="a wild animal", + limit=2, + target_vector=["jeopardy_questions_vector", "jeopardy_answers_vector"], # Specify the target vectors +) + +for o in response.objects: + print(o.properties) +# END MultiBasic + + +# ======================== +# ===== Set Weights ===== +# ======================== + +# START MultiWeights +collection = client.collections.get("Jeopardy_Tiny_Dataset") +response = collection.query.near_text( + query="a wild animal", + limit=2, + target_vector=wvc.query.TargetVectors.manual_weights({"jeopardy_questions_vector": 0.1, "jeopardy_answers_vector": 0.5}) +) + +for o in response.objects: + print(o.properties) +# END MultiWeights + + +# ============================= +# ===== LOAD EXAMPLE DATA ===== +# ============================= + +# START LoadDataNamedVectors +import requests + +client = weaviate.connect_to_local( + headers={ + "X-OpenAI-Api-Key": os.getenv("OPENAI_APIKEY"), + } +) + +# Start with a new collection +# CAUTION: The next two lines delete the collection if it exists +if client.collections.exists("Jeopardy_Tiny_Dataset"): + client.collections.delete("Jeopardy_Tiny_Dataset") + +# Define a new schema +collection = client.collections.create( + name="Jeopardy_Tiny_Dataset", + description="Jeopardy game show questions", + vectorizer_config=[ + wvc.config.Configure.NamedVectors.text2vec_openai( + name="jeopardy_questions_vector", + source_properties=["question"], + vectorize_collection_name=False, + ), + wvc.config.Configure.NamedVectors.text2vec_openai( + name="jeopardy_answers_vector", + source_properties=["answer"], + vectorize_collection_name=False, + ), + ], + properties=[ + wvc.config.Property(name="category", data_type=wvc.config.DataType.TEXT), + wvc.config.Property(name="question", data_type=wvc.config.DataType.TEXT), + wvc.config.Property(name="answer", data_type=wvc.config.DataType.TEXT), + ], +) + +# Get the sample data set +resp = requests.get( + "https://raw.githubusercontent.com/weaviate-tutorials/quickstart/main/data/jeopardy_tiny.json" +) +data = json.loads(resp.text) + +# Prepare the sample data for upload +question_objects = list() +for row in data: + question_objects.append( + { + "question": row["Question"], + "answer": row["Answer"], + "category": row["Category"], + } + ) + +# Upload the sample data +nvjc_collection = client.collections.get("Jeopardy_Tiny_Dataset") +with nvjc_collection.batch.dynamic() as batch: + for q in question_objects: + batch.add_object(properties=q) + +# END LoadDataNamedVectors diff --git a/developers/weaviate/config-refs/schema/multi-vector.md b/developers/weaviate/config-refs/schema/multi-vector.md index 83381bbdc..7683d3af9 100644 --- a/developers/weaviate/config-refs/schema/multi-vector.md +++ b/developers/weaviate/config-refs/schema/multi-vector.md @@ -74,8 +74,6 @@ This code creates a sample collection and imports a small amount of data.
    - - ### REST API The legacy, single vector syntax is valid for use with collections that don't have named vectors: diff --git a/developers/weaviate/search/multi-vector.md b/developers/weaviate/search/multi-vector.md index 0988803a0..96d68f280 100644 --- a/developers/weaviate/search/multi-vector.md +++ b/developers/weaviate/search/multi-vector.md @@ -8,79 +8,89 @@ image: og/docs/howto.jpg import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import FilteredTextBlock from '@site/src/components/Documentation/FilteredTextBlock'; -import PyCode from '!!raw-loader!/_includes/code/howto/search.hybrid.py'; -import PyCodeV3 from '!!raw-loader!/_includes/code/howto/search.hybrid-v3.py'; -import TSCode from '!!raw-loader!/_includes/code/howto/search.hybrid.ts'; -import TSCodeLegacy from '!!raw-loader!/_includes/code/howto/search.hybrid-v2.ts'; +import PyCodeV4 from '!!raw-loader!/_includes/code/howto/search.multi-target-v4.py'; -`Multi target vector` uses a single query to search multiple target vectors. The results are combined automatically. +Multiple target vector search uses a single query to search multiple-target vectors. Weaviate searches the target vectors concurrently and automatically combines the results. -The [fusion method](#change-the-fusion-method) and the [relative weights](#balance-keyword-and-vector-search) are configurable. +## Create the example collection -## Multi target vector search +The examples on this page use the `Jeopardy_Tiny_Dataset` collection. To create a local copy of the example collection, run this code. -Combine the results of a vector search and a keyword search. The search uses a single query string. +The example code uses OpenAI to vectorize the sample data. To use a different vectorizer, or to use multiple vectorizers, edit the `wvc.config.Configure.NamedVectors` configuration. + +
    + Create sample collection. - - - - +
    + +## Multiple-target vector search + +Search multiple-target vectors at the same time. + + + + - - - +## Adjust target vector weight - - - +Set the weight of each target vector. The weights modify the calculation that [merges the results.](#compare-different-vectorizers). - + + -
    - Example response +## Considerations -The output is like this: +This section discusses considerations that distinguish multiple-target vector searches from single-target vector searches. - +### Combine result sets -
    +Vector similarity is a measure of the distance between two vectors. Single vector searches return the vectors with the least distance between the query vector and the target vector. + +It is more complicated to determine the set of result vectors with the least difference when you search multiple-target vectors. + +Each target vector returns a set of limited number of potential results. The sets that are returned might not overlap completely. A "missing" vector has a smaller distance and can skew the search results. To prevent misleading results, Weaviate fetches any missing vectors to align the lists of result vectors. + +If an object doesn't have all of the target vectors, Weaviate ignores that object and does not include it in the search results. + +### Compare different vectorizers + +Each vectorizer creates it's own object representation. These differences make it difficult to calculate vector distances between representations. + +Set weights to adjust the relative value of each target vector in the overall result. These are the available fusion methods: + +- **sum** Use the sum of the vector distances. +- **average** Use the average of the vector distances. +- **manual weights** Adjust the weight of each distance by a set value. +- **relative score** Adjust the relative contribution of each target vector to the distance score. + +```python +collection.query.near_text( + "a_query_string", + target_vector=wvc.query.TargetVectors.manual_weights{"vector_one": 0.1, "vector_two": 0.5} + ) +``` ## Related pages From e565495e99a0b10b7eb38b7470312b2254c42de9 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 22 Jul 2024 11:34:20 -0400 Subject: [PATCH 29/30] DR-540 rc updates and limitations (#2359) * DR-540 RC updates and limitations * rangeable * blog * offload --- .../_core-1-26-include.mdx | 8 ++++++-- .../weaviate/config-refs/schema/range-index.md | 3 ++- developers/weaviate/configuration/modules.md | 14 +++++++++----- 3 files changed, 17 insertions(+), 8 deletions(-) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index f003ff26f..651d823b8 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -31,6 +31,8 @@ The rangeable index also works with [filterable indexes](/developers/weaviate/co Internally, rangeable indexes are implemented as [roaring bitmap slices](https://www.featurebase.com/blog/range-encoded-bitmaps). This is an exciting data structure that combines several clever ideas to reduce memory requirements while improving processing speeds. +This feature is only available for new properties and new collections. + ## Async Replication Data consistency is an important consideration for multi-node clusters. Weaviate v1.18 introduces a [repair-on-read](https://weaviate.io/blog/weaviate-1-18-release#repair-on-read) feature that finds and fixes problems at read time. The current release adds another powerful tool, async replication. [Async replication](/developers/weaviate/concepts/replication-architecture/consistency#async-replication) works in the background, checking and updating your data to keep it consistent. @@ -92,12 +94,14 @@ This release also adds a new status, `OFFLOADED`. (See [below](#tenant-offload-t ## Tenant offload to cloud storage -In addition to the option of putting tenants in `INACTIVE` status, Weaviate `1.26` introduces the ability to "offload" tenants to cloud storage. This allows you to store tenants on lower-cost cloud storage and load them back into memory when needed. +Weaviate `1.26` introduces the ability to offload `INACTIVE` tenants to cloud storage. This helps to manage costs. Move `INACTIVE` tenants to lower-cost cloud storage when they aren't in use, and load them back into memory when needed. Such a tenant is marked as `OFFLOADED` and is not available for read nor write operations. This adds a new level of flexibility to Weaviate, allowing you to store tenants on disk or in cloud storage, depending on your needs. While the tenant is being offloaded or being loaded back into memory, it will have the status of `OFFLOADING` or `ONLOADING` respectively. Currently this is supported for AWS S3, with more cloud storage providers to be added in future releases. +This feature is available for self-hosted instances. It is not available in [Weaviate Cloud](/developers/wcs). + Read more about how to [set tenant activity statuses](/developers/weaviate/manage-data/multi-tenancy.md#update-tenant-activity-status), or about the [`s3-offload` module](/developers/weaviate/configuration/modules.md#offload-s3-module). ## Async Python client @@ -144,7 +148,7 @@ Note this feature is experimental and may change in future releases. - The HNSW `maxConnections` value is updated. Instead of 64 connections, the HNSW graph now defaults to 32 connections. - The lower value works better with modern ANN datasets that have high dimensionality. Testing shows that the QPS/recall curves improve with lower `maxConnections` values. The best values are in the 16-32 range, depending on dataset size. To improve target recall, `ef` can be increased. + The lower value works better with modern ANN datasets that have high dimensionality. Testing shows that the QPS/recall curves improve with lower `maxConnections` values. The best values are in the 16-32 range, depending on dataset size. To improve target recall, `ef` can be increased. ## Summary diff --git a/developers/weaviate/config-refs/schema/range-index.md b/developers/weaviate/config-refs/schema/range-index.md index 73b999360..a1b00c74b 100644 --- a/developers/weaviate/config-refs/schema/range-index.md +++ b/developers/weaviate/config-refs/schema/range-index.md @@ -64,9 +64,10 @@ Configure the index when you define your [collection properties](/developers/wea | Less than | Range | Filter | Range | | Less than equal | Range | Filter | Range | - - **Implementation** Internally, rangeable indexes are implemented as [roaring bitmap slices](https://www.featurebase.com/blog/range-encoded-bitmaps). This data structure limits the index to values that can be stored as 64 bit integers. +- **Availability** This feature is only available for new properties and new collections. Existing properties cannot be converted to use the rangeable index. + ## Questions and feedback import DocsFeedback from '/_includes/docs-feedback.mdx'; diff --git a/developers/weaviate/configuration/modules.md b/developers/weaviate/configuration/modules.md index 62a4d6bb1..64dd0906e 100644 --- a/developers/weaviate/configuration/modules.md +++ b/developers/weaviate/configuration/modules.md @@ -148,7 +148,7 @@ Your choice of the `text2vec` module does not restrict your choice of `generativ The `offload-s3` module enables you to [offload tenants](../concepts/data.md#tenant-activity-status) to an S3 bucket. -To use the `offload-s3` module, enable it by adding it to the `ENABLE_MODULES` environment variable, as shown below. +To use the `offload-s3` module, add `offload-s3` to the `ENABLE_MODULES` environment variable. ```yaml services: @@ -161,16 +161,20 @@ services: The `offload-s3` module reads the following environment variables: -- `OFFLOAD_S3_BUCKET`: The S3 bucket to which the tenants are offloaded. - - The default is `weaviate-offload`. If the bucket does not exist, and `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, the bucket will be created. -- `OFFLOAD_S3_BUCKET_AUTO_CREATE`: Whether to automatically create the S3 bucket if it does not exist. The default is `false`. +- `OFFLOAD_S3_BUCKET`: The S3 bucket where `INACTIVE` tenants are offloaded. + - The default is `weaviate-offload`. + - If the bucket does not exist, and `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, Weaviate creates the bucket automatically. +- `OFFLOAD_S3_BUCKET_AUTO_CREATE`: When `true`, Weaviate automatically creates an S3 bucket if it does not exist. The default is `false`. - `OFFLOAD_S3_CONCURRENCY`: The number of concurrent offload operations. The default is `25`. - `OFFLOAD_TIMEOUT`: The timeout for offloading operations (create bucket, upload, download). The default is `120` (in seconds) - Offload operations are asynchronous. As a result, the timeout is for the operation to start, not to complete. - Each operation will retry up to 10 times on timeouts, except on authentication/authorization errors. :::tip AWS permissions -The Weaviate instance must have the necessary permissions to access the S3 bucket. For example, the provided AWS identity must be able to write to the bucket; and if `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, the identity must have permission to create the bucket. +The Weaviate instance must have the necessary permissions to access the S3 bucket. + +- The provided AWS identity must be able to write to the bucket. +- If `OFFLOAD_S3_BUCKET_AUTO_CREATE` is set to `true`, the AWS identity must have permission to create the bucket. ::: ## Custom modules From 1b2db063876fd7b520640ff69beebdc3a23d6e4b Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Mon, 22 Jul 2024 15:16:32 -0400 Subject: [PATCH 30/30] DR-538 blog review contributions (#2360) * DR-538 blog review contributions * visible as rel notes * rangeable index * async * anthropic * offload * async py * review --- .../_core-1-26-include.mdx | 68 ++++++++++-------- .../_index.mdx | 0 .../img/Charts.jpg | Bin .../img/Range.jpg | Bin .../img/SQ.jpg | Bin .../img/hero.png | Bin .../{_release_1_26.mdx => release_1_26.mdx} | 2 +- 7 files changed, 40 insertions(+), 30 deletions(-) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/_core-1-26-include.mdx (53%) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/_index.mdx (100%) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/img/Charts.jpg (100%) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/img/Range.jpg (100%) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/img/SQ.jpg (100%) rename blog/{2024-07-09-weaviate-1-26-release => 2024-07-31-weaviate-1-26-release}/img/hero.png (100%) rename developers/weaviate/release-notes/{_release_1_26.mdx => release_1_26.mdx} (71%) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-31-weaviate-1-26-release/_core-1-26-include.mdx similarity index 53% rename from blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx rename to blog/2024-07-31-weaviate-1-26-release/_core-1-26-include.mdx index 651d823b8..69ffaa66d 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-31-weaviate-1-26-release/_core-1-26-include.mdx @@ -19,15 +19,17 @@ Here are the release ⭐️*highlights*⭐️! ## Improved Range Queries -import RangeGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/Range.jpg'; +import RangeGraphic from '/blog/2024-07-31-weaviate-1-26-release/img/Range.jpg';

    Range query section graphic

    -The new rangeable index is a powerful new tool for quantitative comparisons. +The rangeable index is a powerful new tool for quantitative comparisons. -Object properties in Weaviate are indexed and searchable. In earlier releases, range queries were computationally expensive. The new rangeable index is an efficient way to quickly search ranges of data. Use the new index type when you anticipate using numerical comparisons over ranges of values. When you define a property type as `int`, `number`, or `date`, consider defining a rangeable index too. +Object properties in Weaviate are indexed and searchable. In earlier releases, range queries are computationally expensive. The new rangeable index provides a more efficient way to quickly search ranges of data. -The rangeable index also works with [filterable indexes](/developers/weaviate/config-refs/schema/range-index#considerations). You can combine filters and range queries to quickly narrow your searches to the most relevant information. +Use the new index type when you anticipate using numerical comparisons over ranges of values. Consider defining a rangeable index in your [collection schema](/developers/weaviate/config-refs/schema) when you define a property type as `int`, `number`, or `date`. + +The rangeable index works alone and with [filterable indexes](/developers/weaviate/config-refs/schema/range-index#considerations). Combine filters and range queries to quickly narrow your searches to the most relevant information. Internally, rangeable indexes are implemented as [roaring bitmap slices](https://www.featurebase.com/blog/range-encoded-bitmaps). This is an exciting data structure that combines several clever ideas to reduce memory requirements while improving processing speeds. @@ -41,39 +43,39 @@ In Weaviate, consistency has two components - schema consistency and object cons Eventual consistency is a trade-off that helps to ensure high availability, but at the risk of occasionally serving stale data. -Asynch replication addresses this risk and minimizes it. The aysnch replication mechanism uses an efficient algorithm to monitor and compare nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. +Async replication addresses this risk and minimizes it. The aysnc replication mechanism uses an efficient algorithm to monitor and compare nodes within a cluster. If the algorithm identifies an inconsistency, it resyncs the data on the inconsistent node. -Async replication is much more effective than repair-on-read when there are many inconsistencies. If, for example, an offline node misses a series of updates, async replication quickly restores consistency when the node returns to service. +Async replication is more effective than repair-on-read when there are many inconsistencies between nodes. If, for example, an offline node misses a series of updates, async replication quickly restores consistency for all of the objects when the node returns to service. Under a repair-on-read approach, the missing updates might not be noticed for a long time. -[Read more](/developers/weaviate/concepts/replication-architecture/consistency#async-replication) +For details, see [async replication](/developers/weaviate/concepts/replication-architecture/consistency#async-replication). ## Anthropic integration -Anthropic generative AI integration is now available in Weaviate. This integration allows you to use the `Claude` family of models from Anthropic to perform generative search on your data. The integration includes support for the latest models, such as `Claude 3.5 Sonnet`. +An Anthropic generative AI integration is available in Weaviate. This integration allows you to use the `Claude` family of models from Anthropic to perform generative search on your data. The integration includes support for the latest models, such as `Claude 3.5 Sonnet`. -This integration will be enabled by default on Weaviate Cloud [WCD](https://console.weaviate.cloud/) instances. +The Anthropic integration is enabled by default on Weaviate Cloud [WCD](https://console.weaviate.cloud/) instances. -To enable the Anthropic integration on a local deployment, add `generative-anthropic` to the `ENABLE_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md), or use the `ENABLE_API_BASED_MODULES` environment variable as described below. +To enable the Anthropic integration on a local deployment, add `generative-anthropic` to the `ENABLE_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars), or set the `ENABLE_API_BASED_MODULES` environment variable to `true`. -See the [Anthropic integration page](/developers/weaviate/model-providers/anthropic/index.md) for more information. +For details, see the [Anthropic integration page](/developers/weaviate/model-providers/anthropic). ## Bulk enable modules **Experimental** This feature is experimental and may change in future releases. -The `ENABLE_API_BASED_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars.md) adds the ability to enable all relevant modules for API-based [model provider integrations](/developers/weaviate/model-providers/index.md) with one setting. +To enable all API-based [model provider integrations](/developers/weaviate/model-providers/index), set the `ENABLE_API_BASED_MODULES` [environment variable](/developers/weaviate/config-refs/env-vars) to `true`. You do no have to enable individual modules in the `ENABLE_MODULES` environment variable. -`ENABLE_API_BASED_MODULES` works additively with the `ENABLE_MODULES` environment variable. If you set `ENABLE_API_BASED_MODULES` to `true`, and `ENABLE_MODULES` to `text2vec-ollama,generative-ollama,backup-s3` for example, `text2vec-ollama`, `generative-ollama`, and `backup-s3` are enabled as well as all API-based modules are enabled. +`ENABLE_API_BASED_MODULES` and `ENABLE_MODULES` are additive. Set `ENABLE_API_BASED_MODULES` to `true` to enable API based modules. Use `ENABLE_MODULES` to configure additional modules such as `text2vec-ollama`, `generative-ollama`, and `backup-s3`. -Also keep in mind that enabling multiple modules will disable the [`Explore`](/developers/weaviate/api/graphql/explore.md) feature. +The `ENABLE_API_BASED_MODULES` variable disables the [`Explore`](/developers/weaviate/api/graphql/explore.md) feature when `ENABLE_API_BASED_MODULES` is `true`. ## Multi target vector search -Weaviate 1.24 introduces objects with multiple vectors. This release introduces multi vector search. Starting in 1.26, you can make a single query that combines results from across multiple vectors. +Weaviate 1.24 introduces objects with multiple vectors. This release introduces multi target vector search. Starting in 1.26, you can make a single query that combines results from across multiple target vectors. -When you search multiple vectors, just add a list of target vectors to the query. Weaviate automatically combines the results. The mechanism is similar to the [hybrid fusion](/blog/hybrid-search-fusion-algorithms) algorithm in [hybrid search](/developers/weaviate/search/hybrid). +When you search multiple vectors, add a list of target vectors to the query instead of a single, named vector. Weaviate automatically combines the results from all of the target search vectors. The mechanism is conceptually similar to the [hybrid fusion](/blog/hybrid-search-fusion-algorithms) algorithm in [hybrid search](/developers/weaviate/search/hybrid). Each vectorizer creates vectors with their own characteristics. Weaviate allows you to tune your multi vector search to ballance the target vectors in a way that reflects your application needs. @@ -83,36 +85,42 @@ For details, see [multi target vector search](/developers/weaviate/search/multi- Tenant [activity status](/developers/weaviate/concepts/data.md#tenant-status) is used to manage memory usage. -The status names are changed to `ACTIVE` and `INACTIVE` in Weaviate `1.26` to better reflect the tenant status. The status definitions are the same as before. +The old status names change to `ACTIVE` and `INACTIVE` in Weaviate `1.26` to better reflect the tenant status. The status definitions are the same as before. - `ACTIVE` tenants are available for read and write operations. - `INACTIVE` tenants are not available for read or write operations. -In earlier versions, `INACTIVE` tenants are marked as `COLD` and `ACTIVE` tenants are marked as `HOT`. +In earlier versions, `INACTIVE` tenants are marked as `COLD`, and `ACTIVE` tenants are marked as `HOT`. This release also adds a new status, `OFFLOADED`. (See [below](#tenant-offload-to-cloud-storage).) ## Tenant offload to cloud storage -Weaviate `1.26` introduces the ability to offload `INACTIVE` tenants to cloud storage. This helps to manage costs. Move `INACTIVE` tenants to lower-cost cloud storage when they aren't in use, and load them back into memory when needed. +Weaviate `1.26` introduces the ability to offload `INACTIVE` tenants to cloud storage. This feature gives you the flexibility to store tenants on disk or in cloud storage, which helps you to manage costs. Move `INACTIVE` tenants to lower-cost cloud storage when they aren't in use, and reload the tenants into memory when you need them. -Such a tenant is marked as `OFFLOADED` and is not available for read nor write operations. This adds a new level of flexibility to Weaviate, allowing you to store tenants on disk or in cloud storage, depending on your needs. While the tenant is being offloaded or being loaded back into memory, it will have the status of `OFFLOADING` or `ONLOADING` respectively. +A tenant that is in cloud storage is marked as `OFFLOADED` and is not available for read or write operations. While the tenant is in process of offloading from memory, it's status is `OFFLOADING`. The tenant's status is `ONLOADING` while it is reloaded into memory. -Currently this is supported for AWS S3, with more cloud storage providers to be added in future releases. +Currently, tenant offload is supported for AWS S3 storage. Additional cloud storage providers are coming in future releases. -This feature is available for self-hosted instances. It is not available in [Weaviate Cloud](/developers/wcs). +This feature is only available for self-hosted instances. It is not yet available in [Weaviate Cloud](/developers/wcs). -Read more about how to [set tenant activity statuses](/developers/weaviate/manage-data/multi-tenancy.md#update-tenant-activity-status), or about the [`s3-offload` module](/developers/weaviate/configuration/modules.md#offload-s3-module). +For details, see [tenant activity statuses](/developers/weaviate/manage-data/multi-tenancy.md#update-tenant-activity-status) and the [`s3-offload` module](/developers/weaviate/configuration/modules.md#offload-s3-module). ## Async Python client -The Weaviate Python client library adds a `WeaviateAsyncClient` object and API that supports asynchronous operations. This allows you to use the client in an asynchronous manner, which can be useful for highly concurrent applications such as web servers. +The Weaviate Python client library adds a `WeaviateAsyncClient` object and a new API that supports asynchronous operations. Highly concurrent applications can use the new API for more efficient processing. + +For detailed information on the new async client API, see [Async API](/developers/weaviate/client-libraries/python/async). The async API is very similar to the synchronous client API. The [helper methods](/developers/weaviate/client-libraries/python/async#instantiation-helper-functions) to connect to the aysnc API are analogous to the sync connection methods: + +- `use_async_with_local` +- `use_async_with_weaviate_cloud` +- `use_async_with_custom` -The new async client API is described [on a dedicated page](/developers/weaviate/client-libraries/python/async.md). It includes [practical examples](/developers/weaviate/client-libraries/python/async.md#application-level-example) of using the async client in your Python code with [FastAPI](https://fastapi.tiangolo.com/), a popular asynchronous web framework for creating modular web API microservices. +For code examples, see [async usage examples](/developers/weaviate/client-libraries/python/async#async-usage-examples). See the [application example](/developers/weaviate/client-libraries/python/async.md#application-level-example) for sample code that uses the async client with [FastAPI](https://fastapi.tiangolo.com/), a popular asynchronous web framework for creating modular web API microservices. ## Scalar Quantization -import SQGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/SQ.jpg'; +import SQGraphic from '/blog/2024-07-31-weaviate-1-26-release/img/SQ.jpg';

    SQ section graphic

    @@ -126,7 +134,7 @@ Scalar quantization offers a compelling trade-off between storage efficiency and ## Dashboards for async indexes -import ChartsGraphic from '/blog/2024-07-09-weaviate-1-26-release/img/Charts.jpg'; +import ChartsGraphic from '/blog/2024-07-31-weaviate-1-26-release/img/Charts.jpg';

    Charts section graphic

    @@ -138,9 +146,11 @@ If you don't see a metric that you need, you can extend Weaviate to add new metr ## Korean tokenizer -A new Korean tokenizer is available in Weaviate `1.26` (and `1.25.7`). This tokenizer is based on the `kagome` library and a `MeCab` dictionary. To enable the Korean tokenizer, set the `ENABLE_TOKENIZER_KAGOME_KR` [environment variable](/developers/weaviate/config-refs/env-vars.md) to `true`, and set `kagome_kr` as the [tokenization method](/developers/weaviate/config-refs/schema/index.md#kagome_kr-tokenization-method) for the relevant properties. +**Experimental** This feature is experimental and may change in future releases. + +A new Korean tokenizer is available in Weaviate `1.26` (and `1.25.7`). This tokenizer is based on the `kagome` library and a `MeCab` dictionary. -Note this feature is experimental and may change in future releases. +To enable the Korean tokenizer, set the `ENABLE_TOKENIZER_KAGOME_KR` [environment variable](/developers/weaviate/config-refs/env-vars) to `true`. Set the [tokenization method](/developers/weaviate/config-refs/schema/#kagome_kr-tokenization-method) for the relevant properties to `kagome_kr`. ## Additional changes diff --git a/blog/2024-07-09-weaviate-1-26-release/_index.mdx b/blog/2024-07-31-weaviate-1-26-release/_index.mdx similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/_index.mdx rename to blog/2024-07-31-weaviate-1-26-release/_index.mdx diff --git a/blog/2024-07-09-weaviate-1-26-release/img/Charts.jpg b/blog/2024-07-31-weaviate-1-26-release/img/Charts.jpg similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/img/Charts.jpg rename to blog/2024-07-31-weaviate-1-26-release/img/Charts.jpg diff --git a/blog/2024-07-09-weaviate-1-26-release/img/Range.jpg b/blog/2024-07-31-weaviate-1-26-release/img/Range.jpg similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/img/Range.jpg rename to blog/2024-07-31-weaviate-1-26-release/img/Range.jpg diff --git a/blog/2024-07-09-weaviate-1-26-release/img/SQ.jpg b/blog/2024-07-31-weaviate-1-26-release/img/SQ.jpg similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/img/SQ.jpg rename to blog/2024-07-31-weaviate-1-26-release/img/SQ.jpg diff --git a/blog/2024-07-09-weaviate-1-26-release/img/hero.png b/blog/2024-07-31-weaviate-1-26-release/img/hero.png similarity index 100% rename from blog/2024-07-09-weaviate-1-26-release/img/hero.png rename to blog/2024-07-31-weaviate-1-26-release/img/hero.png diff --git a/developers/weaviate/release-notes/_release_1_26.mdx b/developers/weaviate/release-notes/release_1_26.mdx similarity index 71% rename from developers/weaviate/release-notes/_release_1_26.mdx rename to developers/weaviate/release-notes/release_1_26.mdx index 87eebf111..281b04df0 100644 --- a/developers/weaviate/release-notes/_release_1_26.mdx +++ b/developers/weaviate/release-notes/release_1_26.mdx @@ -5,6 +5,6 @@ image: og/docs/modules/custom-modules.jpg tags: ['release', 'engineering'] --- -import Core126 from '/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx' ; +import Core126 from '/blog/2024-07-31-weaviate-1-26-release/_core-1-26-include.mdx' ;

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zj{Dl^u?(FNIXKRPRwW~Q_gP!7f#~g5wnqOFb?!t4QQYK{?{4R__D+@B-(40r1(UWxS!Z)An??!t5 zRr>ndN5jzkw|(d38VSF%M2YpvAX+X5mii$^NYXN&ZTcsb8)V@v~H=%BW>JflgK0rqgTXR zlBIl!>QWX!B3rgYGjrQmuNRHW*2I0=LAhrJNj z8(ROke(?0kcAa+2m~R`@F{0VX6~)q>bO3}>PH04A6!PZLu8Jnlvz(_*45gJ zwbmwQvhxg&Sg)sroD;wN{4?8j;a~soul(D;{Ts_txNeuBW*)M4vfJJ`{(lknveQ*m R( Date: Mon, 8 Jul 2024 16:47:28 -0400 Subject: [PATCH 05/30] DR-523 blog helm changes (#2295) --- blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx index b4c99ae03..b264ae91f 100644 --- a/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx +++ b/blog/2024-07-09-weaviate-1-26-release/_core-1-26-include.mdx @@ -45,6 +45,10 @@ Cool stuff goes here Cool stuff goes here +## Other changes + +Starting in Helm chart version 17.0.1, constraints on module resources are commented out to improve performance. To constrain resources for specific modules, add the constraints in your `values.yaml` file. + ## Summary Enjoy the new features and improvements in Weaviate `1.26`. This release is available as a docker image and is coming soon to Weaviate Cloud [WCD](https://console.weaviate.cloud/). From 70530f75b684cf1e22ed34c281a36c1fe1377d29 Mon Sep 17 00:00:00 2001 From: daveatweaviate <144175318+daveatweaviate@users.noreply.github.com> Date: Tue, 9 Jul 2024 16:46:18 -0400 Subject: [PATCH 06/30] DR-489 docs scalar quantization (#2296) * DR-489 sq compression * redirects * old links * links * clean up * clean up * multi-vector * background * background * staging * pause * py clients * ts client * not yet supported --- .../howto/configure-sq/sq-compression-v2.ts | 85 +++++++++++ .../howto/configure-sq/sq-compression-v3.py | 74 ++++++++++ .../howto/configure-sq/sq-compression-v3.ts | 68 +++++++++ .../howto/configure-sq/sq-compression-v4.py | 71 ++++++++++ .../code/howto/configure-sq/sq-compression.go | 104 ++++++++++++++ .../configure-sq/sq-compression.options-v3.ts | 36 +++++ .../java/io/weaviate/docs/sq-compression.java | 7 + _includes/multi-vector-support.mdx | 4 +- _includes/pq-compression/makes-a-codebook.mdx | 2 +- .../_core-1-23-include.mdx | 2 +- .../_core-1-24-include.mdx | 2 +- blog/2024-04-02-binary-quantization/index.mdx | 6 +- blog/2024-05-08-Modal-and-Weaviate/index.mdx | 2 +- .../academy/deployment/k8s/90_next_steps.mdx | 2 +- .../academy/py/_snippets/intro_next_steps.mdx | 2 +- developers/academy/py/compression/100_pq.mdx | 5 +- .../academy/py/compression/300_strategy.mdx | 2 +- .../academy/py/compression/900_next_steps.mdx | 4 +- .../101_hello_weaviate/90_next_steps.mdx | 2 +- developers/weaviate/concepts/indexing.md | 2 +- developers/weaviate/concepts/resources.md | 2 +- .../weaviate/concepts/vector-quantization.md | 38 +++-- .../config-refs/schema/multi-vector.md | 4 +- .../{ => compression}/bq-compression.md | 18 +-- .../configuration/compression/index.md | 16 +++ .../{ => compression}/pq-compression.md | 133 ++---------------- .../compression/sq-compression.md | 103 ++++++++++++++ developers/weaviate/configuration/index.md | 19 +-- site.redirects.js | 11 +- src/components/Platform/SafetyTypes/index.jsx | 2 +- 30 files changed, 648 insertions(+), 180 deletions(-) create mode 100644 _includes/code/howto/configure-sq/sq-compression-v2.ts create mode 100644 _includes/code/howto/configure-sq/sq-compression-v3.py create mode 100644 _includes/code/howto/configure-sq/sq-compression-v3.ts create mode 100644 _includes/code/howto/configure-sq/sq-compression-v4.py create mode 100644 _includes/code/howto/configure-sq/sq-compression.go create mode 100644 _includes/code/howto/configure-sq/sq-compression.options-v3.ts create mode 100644 _includes/code/howto/java/src/test/java/io/weaviate/docs/sq-compression.java rename developers/weaviate/configuration/{ => compression}/bq-compression.md (85%) create mode 100644 developers/weaviate/configuration/compression/index.md rename developers/weaviate/configuration/{ => compression}/pq-compression.md (78%) create mode 100644 developers/weaviate/configuration/compression/sq-compression.md diff --git a/_includes/code/howto/configure-sq/sq-compression-v2.ts b/_includes/code/howto/configure-sq/sq-compression-v2.ts new file mode 100644 index 000000000..cc7e56c93 --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression-v2.ts @@ -0,0 +1,85 @@ +// not yet supported + +import assert from 'assert'; + +// TODO - needs confirmation & test + +// ================================ +// ===== INSTANTIATION-COMMON ===== +// ================================ + +// START DockerInstantiationExample +import weaviate, { WeaviateClient, ObjectsBatcher } from 'weaviate-ts-client'; +import fetch from 'node-fetch'; + +const client: WeaviateClient = weaviate.client({ + scheme: 'http', + host: 'localhost:8080', + headers: { 'X-OpenAI-Api-Key': process.env.OPENAI_APIKEY }, // Replace with your inference API key +}); +// END DockerInstantiationExample + +if (client.schema.exists('MyCollection')) { + console.log('Deleting class'); + await client.schema.classDeleter().withClassName('MyCollection').do(); +} + +// ============================== +// ===== EnableSQ ===== +// ============================== + +// START EnableSQ +async function enableSQ() { + const classObj = { + class: 'MyCollection', + vectorizer: 'text2vec-openai', // Can be any vectorizer + // highlight-start + vectorIndexType: 'hnsw', + vectorIndexConfig: { + SQ: { + enabled: true, + }, + }, + // highlight-end + // Remainder not shown + }; + const res = await client.schema.classCreator().withClass(classObj).do(); + console.log(res); +} + +await enableSQ(); +// END EnableSQ + +if (client.schema.exists('MyCollection')) { + console.log('Deleting class'); + await client.schema.classDeleter().withClassName('MyCollection').do(); +} + +// ============================== +// ===== EnableSQ ===== +// ============================== + +// START SQWithOptions +async function SQWithOptions() { + const classObj = { + class: 'MyCollection', + vectorizer: 'text2vec-openai', // Can be any vectorizer + vectorIndexType: 'hnsw', + vectorIndexConfig: { + // highlight-start + SQ: { + enabled: true, + rescoreLimit: 200, // The minimum number of candidates to fetch before rescoring + cache: true, // Default: false + }, + // highlight-end + vectorCacheMaxObjects: 100000, // Cache size (used if `cache` enabled) + }, + // Remainder not shown + }; + const res = await client.schema.classCreator().withClass(classObj).do(); + console.log(res); +} + +await SQWithOptions(); +// END SQWithOptions diff --git a/_includes/code/howto/configure-sq/sq-compression-v3.py b/_includes/code/howto/configure-sq/sq-compression-v3.py new file mode 100644 index 000000000..66431df86 --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression-v3.py @@ -0,0 +1,74 @@ +# THIS FILE NEEDS TESTS + +# ============================== +# ===== CONNECT ===== +# ============================== + +# START ConnectCode +import weaviate +import os + +client = weaviate.Client( + url="http://localhost:8080/", # Replace with your Weaviate endpoint + additional_headers={ + "X-OpenAI-Api-Key": os.getenv( + "OPENAI_API_KEY" + ) # Replace with your OpenAI API key + }, +) + +print(client.is_ready()) +# END ConnectCode + +# ============================== +# ===== EnableSQ ===== +# ============================== + +if client.schema.exists("MyCollection"): + client.schema.delete_class("MyCollection") + +# START EnableSQ +class_definition = { + "class": "MyCollection", + "vectorizer": "text2vec-openai", # Can be any vectorizer + # highlight-start + "vectorIndexType": "hnsw", + "vectorIndexConfig": { + "SQ": { + "enabled": True, + }, + }, + # highlight-end + # Remainder not shown +} + +client.schema.create_class(class_definition) +# END EnableSQ + +# ============================== +# ===== EnableSQ with Options ===== +# ============================== + +if client.schema.exists("MyCollection"): + client.schema.delete_class("MyCollection") + +# START SQWithOptions +class_definition = { + "class": "MyCollection", + "vectorizer": "text2vec-openai", # Can be any vectorizer + "vectorIndexType": "hnsw", + "vectorIndexConfig": { + # highlight-start + "SQ": { + "enabled": True, + "rescoreLimit": 200, # The minimum number of candidates to fetch before rescoring + "cache": True, # Default: False + }, + "vectorCacheMaxObjects": 100000, # Cache size (used if `cache` enabled) + # highlight-end + }, + # Remainder not shown +} + +client.schema.create_class(class_definition) +# END SQWithOptions diff --git a/_includes/code/howto/configure-sq/sq-compression-v3.ts b/_includes/code/howto/configure-sq/sq-compression-v3.ts new file mode 100644 index 000000000..46253c14e --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression-v3.ts @@ -0,0 +1,68 @@ +// not yet supported in client 3.0.8 + +import assert from 'assert'; +import weaviate from 'weaviate-client'; +// START-ANY +import { configure } from 'weaviate-client'; + +// END-ANY + +const client = await weaviate.connectToLocal(); + +const collectionName = 'MyCollection'; + +// Prep +await client.collections.delete(collectionName); + +// START EnableSQ +const collection = await client.collections.create({ + name: 'MyCollection', + vectorizers: weaviate.configure.vectorizer.none({ + vectorIndexConfig: weaviate.configure.vectorIndex.hnsw({ + quantizer: weaviate.configure.vectorIndex.quantizer.sq(), + }) + }) +}) +// END EnableSQ + +let collectionConfig = await collection.config.get(); + +assert.equal(collectionConfig.vectorizer.default.indexConfig.quantizer.type, "SQ") + +// Clean-up +await client.collections.delete(collectionName); + +client.close(); + + +// IMPORT WITH OPTIONS +const client = await weaviate.connectToLocal(); + +const collectionName = 'MyCollection'; + +// Prep +await client.collections.delete(collectionName); + +// START SQWithOptions +const collection = await client.collections.create({ + name: 'MyCollection', + vectorizers: weaviate.configure.vectorizer.none({ + vectorIndexConfig: weaviate.configure.vectorIndex.hnsw({ + quantizer: weaviate.configure.vectorIndex.quantizer.sq({ + cache: true, // Enable caching + rescoreLimit: 200, // The minimum number of candidates to fetch before rescoring + }), + vectorCacheMaxObjects: 10000 // Cache size (used if `cache` enabled) + }) + }) +}) +// END SQWithOptions + +let collectionConfig = await collection.config.get(); + +assert.equal(collectionConfig.vectorizer.default.indexConfig.quantizer.type, "SQ") + +// Clean-up +await client.collections.delete(collectionName); + +client.close(); diff --git a/_includes/code/howto/configure-sq/sq-compression-v4.py b/_includes/code/howto/configure-sq/sq-compression-v4.py new file mode 100644 index 000000000..5f860d8e6 --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression-v4.py @@ -0,0 +1,71 @@ +# THIS FILE NEEDS TESTS + +# ============================== +# ===== CONNECT ===== +# ============================== + +# START ConnectCode +import weaviate, os, json +import weaviate.classes.config as wc + +client = weaviate.connect_to_local( + headers={ + "X-OpenAI-Api-Key": os.environ[ + "OPENAI_API_KEY" + ] # Replace with your OpenAI API key + } +) + +client.is_ready() + +# END ConnectCode + +# ============================== +# ===== EnableSQ ===== +# ============================== + +client.collections.delete("MyCollection") + +# START EnableSQ +import weaviate.classes.config as wc + +client.collections.create( + name="MyCollection", + vectorizer_config=wc.Configure.Vectorizer.text2vec_openai(), + # highlight-start + vector_index_config=wc.Configure.VectorIndex.hnsw( + quantizer=wc.Configure.VectorIndex.Quantizer.sq() + ), + # highlight-end +) +# END EnableSQ + +# ============================== +# ===== EnableSQ with Options ===== +# ============================== + +client.collections.delete("MyCollection") + +# START SQWithOptions +import weaviate.classes.config as wc + +client.collections.create( + name="MyCollection", + vectorizer_config=wc.Configure.Vectorizer.text2vec_openai(), + vector_index_config=wc.Configure.VectorIndex.hnsw( + distance_metric=wc.VectorDistances.COSINE, + vector_cache_max_objects=100000, + # highlight-start + quantizer=wc.Configure.VectorIndex.Quantizer.sq( + rescore_limit=200, + cache=True + ) + # highlight-end + ), +) +# END SQWithOptions + +# START-ANY + +client.close() +# END-ANY \ No newline at end of file diff --git a/_includes/code/howto/configure-sq/sq-compression.go b/_includes/code/howto/configure-sq/sq-compression.go new file mode 100644 index 000000000..ed4cced40 --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression.go @@ -0,0 +1,104 @@ +// not yet supported + +package main + +import ( + "context" + "encoding/json" + "log" + "net/http" + "os" + + "github.com/weaviate/weaviate-go-client/v4/weaviate" + "github.com/weaviate/weaviate/entities/models" +) + +const url = "https://raw.githubusercontent.com/weaviate-tutorials/intro-workshop/main/data/jeopardy_1k.json" + +func main() { + // START DownloadData + resp, err := http.Get(url) + if err != nil { + log.Fatalf("get dataset: %v", err) + } + + var data []struct { + Question string `json:"Question"` + Answer string `json:"Answer"` + } + + err = json.NewDecoder(resp.Body).Decode(&data) + if err != nil { + log.Fatalf("read dataset: %v", err) + } + + log.Printf("data: %+v", data) + // END DownloadData + + // START ConnectCode + client, err := weaviate.NewClient(weaviate.Config{ + Scheme: "http", + Host: "localhost:8080", + Headers: map[string]string{ + "X-OpenAI-Api-Key": os.Getenv("OPENAI_APIKEY"), + }, + }) + + if err != nil { + log.Fatalf("init client: %v", err) + } + // END ConnectCode + + // START EnableSQ + // highlight-start + simple_sq := map[string]interface{}{ + "enabled": true, + } + // highlight-end + class := &models.Class{ + Class: "MyCollection", + Vectorizer: "text2vec-openai", + // highlight-start + VectorIndexConfig: map[string]interface{}{ + "sq": simple_sq, + }, + // highlight-end + // Remainder not shown + } + + err = client.Schema().ClassCreator(). + WithClass(class).Do(context.Background()) + + if err != nil { + log.Fatalf("create class: %v", err) + } + // END EnableSQ + + // START SQWithOptions + // highlight-start + custom_sq := map[string]interface{}{ + "enabled": true, + "rescoreLimit": 200, + "cache": true, + } + // highlight-end + class := &models.Class{ + Class: "MyCollection", + Vectorizer: "text2vec-openai", + VectorIndexConfig: map[string]interface{}{ + // highlight-start + "sq": custom_sq, + // highlight-end + "vectorCacheMaxObjects": 100_000, + }, + // Remainder not shown + } + + err = client.Schema().ClassCreator(). + WithClass(class).Do(context.Background()) + + if err != nil { + log.Fatalf("create class: %v", err) + } + // END SQWithOptions +} diff --git a/_includes/code/howto/configure-sq/sq-compression.options-v3.ts b/_includes/code/howto/configure-sq/sq-compression.options-v3.ts new file mode 100644 index 000000000..6dcc87293 --- /dev/null +++ b/_includes/code/howto/configure-sq/sq-compression.options-v3.ts @@ -0,0 +1,36 @@ +import assert from 'assert'; +import weaviate from 'weaviate-client'; +// START-ANY +import { configure } from 'weaviate-client'; + +// END-ANY +const client = await weaviate.connectToLocal(); + +const collectionName = 'MyCollection'; + +// Prep +await client.collections.delete(collectionName); + +// START BQWithOptions +const collection = await client.collections.create({ + name: 'MyCollection', + vectorizers: weaviate.configure.vectorizer.none({ + vectorIndexConfig: weaviate.configure.vectorIndex.hnsw({ + quantizer: weaviate.configure.vectorIndex.quantizer.bq({ + cache: true, // Enable caching + rescoreLimit: 200, // The minimum number of candidates to fetch before rescoring + }), + vectorCacheMaxObjects: 10000 // Cache size (used if `cache` enabled) + }) + }) +}) +// END BQWithOptions + +let collectionConfig = await collection.config.get(); + +assert.equal(collectionConfig.vectorizer.default.indexConfig.quantizer.type, "bq") + +// Clean-up +await client.collections.delete(collectionName); + +client.close(); diff --git a/_includes/code/howto/java/src/test/java/io/weaviate/docs/sq-compression.java b/_includes/code/howto/java/src/test/java/io/weaviate/docs/sq-compression.java new file mode 100644 index 000000000..89cd2146d --- /dev/null +++ b/_includes/code/howto/java/src/test/java/io/weaviate/docs/sq-compression.java @@ -0,0 +1,7 @@ +// START EnableSQ +// Coming soon +// END EnableSQ + +// START SQWithOptions +// Coming soon +// END SQWithOptions \ No newline at end of file diff --git a/_includes/multi-vector-support.mdx b/_includes/multi-vector-support.mdx index 178858256..bc2a875cc 100644 --- a/_includes/multi-vector-support.mdx +++ b/_includes/multi-vector-support.mdx @@ -3,6 +3,6 @@ Weaviate collections support multiple, named vectors. ::: -Collections can have multiple, [named vectors](/developers/weaviate/config-refs/schema/multi-vector). Each vector is independent. Each vector space has its own index, its own compression, and its own vectorizer. This means you can create vectors for properties, use different vectorization models, and apply different metrics to the same object. +Collections can have multiple, [named vectors](/developers/weaviate/config-refs/schema/multi-vector). Each vector is independent. Each vector space has its own index, its own compression, and its own vectorizer. This means you use different vectorization models and apply different metrics to the same object. -You do not have to use multiple vectors in your collections, but if you do, you need to adjust your queries to specify a target vector for vector or hybrid queries. +If you use multiple vectors, adjust your queries to specify a target vector for vector or hybrid queries. \ No newline at end of file diff --git a/_includes/pq-compression/makes-a-codebook.mdx b/_includes/pq-compression/makes-a-codebook.mdx index 26338ce85..f62471b17 100644 --- a/_includes/pq-compression/makes-a-codebook.mdx +++ b/_includes/pq-compression/makes-a-codebook.mdx @@ -1 +1 @@ -PQ relies on a codebook to compress the original vectors. The codebook defines "centroids" that are used to calculate the compressed vector. If you are not using [AutoPQ](/developers/weaviate/configuration/pq-compression#configure-autopq), you must have some vectors loaded before you enable PQ so Weaviate can define the centroids. The should have from 10,000 to 100,000 vectors loaded before you enable PQ. \ No newline at end of file +PQ relies on a codebook to compress the original vectors. The codebook defines "centroids" that are used to calculate the compressed vector. If you are not using [AutoPQ](/developers/weaviate/configuration/compression/pq-compression#configure-autopq), you must have some vectors loaded before you enable PQ so Weaviate can define the centroids. The should have from 10,000 to 100,000 vectors loaded before you enable PQ. \ No newline at end of file diff --git a/blog/2023-12-19-weaviate-1-23-release/_core-1-23-include.mdx b/blog/2023-12-19-weaviate-1-23-release/_core-1-23-include.mdx index aed1d39d5..dff84205e 100644 --- a/blog/2023-12-19-weaviate-1-23-release/_core-1-23-include.mdx +++ b/blog/2023-12-19-weaviate-1-23-release/_core-1-23-include.mdx @@ -23,7 +23,7 @@ For more details, keep scrolling ⬇️! ![AutoPQ](./img/weaviate-release-1-23-lazy.png#gh-dark-mode-only) ![AutoPQ](./img/weaviate-release-1-23-lazy_1.png#gh-light-mode-only) -Weaviate introduced Product Quantization (PQ) earlier this year. Since then, we've improved how PQ works with your data. In v1.23 we've made it easier to get started. PQ requires a training step. We've heard that the training step was tricky to configure, so we created AutoPQ to take care of the training for you. Just [enable AutoPQ](/developers/weaviate/configuration/pq-compression/#configure-autopq) in your system configuration. Then, any time you enable PQ on a new collection, AutoPQ takes care of training and initializes PQ for you. +Weaviate introduced Product Quantization (PQ) earlier this year. Since then, we've improved how PQ works with your data. In v1.23 we've made it easier to get started. PQ requires a training step. We've heard that the training step was tricky to configure, so we created AutoPQ to take care of the training for you. Just [enable AutoPQ](/developers/weaviate/configuration/compression/pq-compression/#configure-autopq) in your system configuration. Then, any time you enable PQ on a new collection, AutoPQ takes care of training and initializes PQ for you. We have other improvements too. PQ uses [segments](/developers/weaviate/concepts/vector-quantization/#product-quantization) to compress vectors. In this release we have a new algorithm to determine the optimal segment size for your vectors. You can still set the segment size manually, but you shouldn't have to. diff --git a/blog/2024-02-27-weaviate-1-24-release/_core-1-24-include.mdx b/blog/2024-02-27-weaviate-1-24-release/_core-1-24-include.mdx index e20ea8bba..9c63f59dc 100644 --- a/blog/2024-02-27-weaviate-1-24-release/_core-1-24-include.mdx +++ b/blog/2024-02-27-weaviate-1-24-release/_core-1-24-include.mdx @@ -28,7 +28,7 @@ For details, see [Multiple vectors](/developers/weaviate/config-refs/schema/mult ![HNSW and binary quantization](./img/hnsw-and-bq.png) -Weaviate improves [binary quantization (BQ)](/developers/weaviate/configuration/bq-compression) in 1.24 to be faster, more memory efficient, and more cost-effective. Use BQ vector compression with [HNSW indexes](/developers/weaviate/concepts/vector-index#hierarchical-navigable-small-world-hnsw-index) to dramatically improve your query speed. +Weaviate improves [binary quantization (BQ)](/developers/weaviate/configuration/compression/bq-compression) in 1.24 to be faster, more memory efficient, and more cost-effective. Use BQ vector compression with [HNSW indexes](/developers/weaviate/concepts/vector-index#hierarchical-navigable-small-world-hnsw-index) to dramatically improve your query speed. BQ compresses vector representations while preserving essential information. Uncompressed, Weaviate uses a `float32` to store each dimension. BQ uses one bit per dimension to encode Vector directionality. This means BQ compresses vectors from 32 bits per dimension to 1 bit per dimension - a savings of 32 times the space. This compression significantly reduces storage requirements. diff --git a/blog/2024-04-02-binary-quantization/index.mdx b/blog/2024-04-02-binary-quantization/index.mdx index 9e71a4881..afd148f4d 100644 --- a/blog/2024-04-02-binary-quantization/index.mdx +++ b/blog/2024-04-02-binary-quantization/index.mdx @@ -38,7 +38,7 @@ The process of binary quantization(BQ) takes all the numbers stored per dimensio :::info Enabling Binary Quantization in Weaviate -To learn how to enable and configure Weaviate to use BQ refer to the docs [here](/developers/weaviate/configuration/bq-compression). You can read more about HNSW+BQ in the documentation [here](/developers/weaviate/concepts/vector-quantization#binary-quantization). +To learn how to enable and configure Weaviate to use BQ refer to the docs [here](/developers/weaviate/configuration/compression/bq-compression). You can read more about HNSW+BQ in the documentation [here](/developers/weaviate/concepts/vector-quantization#binary-quantization). ::: Binarizing is not exclusive to embedding vectors, we can also understand it from the other domains in which it is used - for example in computer vision. Imagine you have an image. The process of binarizing that image entails looking at every pixel. If that pixel is larger than a certain threshold value, we will replace it with 1; otherwise, we will replace it with 0. The resulting image is a black-and-white binary image. This process loses image details but significantly compresses the image size. @@ -52,7 +52,7 @@ Now, let's consider what the process of binarizing a vector embedding for a sent |Sentence: *"All your vector embeddings belong to you!"* | |:-------------------------:| -| ![OriginalVec](./img/image14.jpg) | +| ![OriginalVec](./img/image14.jpg) | | ![BinaryVec](./img/image7.png) | **Fig**: *Visualization of a sentence vector embedding when binary quantized* @@ -156,7 +156,7 @@ While the recall isn't exceptionally high, we tackle this concern later through Traditionally, we rely on building a graph to facilitate approximate search, as manually searching through millions of vectors is impractical. However, with such significant time reductions, brute forcing your data becomes a viable option. For instance, in the case of 768 dimensions, brute forcing 1 million vectors should only take 23 milliseconds. Even in the worst-case scenario (4608 dimensions), it's now feasible, requiring approximately 90 milliseconds. -So, what's the bottom line? Can Weaviate deliver lightning-fast brute-force searches for your data? The answer depends on the size of your data and your search speed expectations. +So, what's the bottom line? Can Weaviate deliver lightning-fast brute-force searches for your data? The answer depends on the size of your data and your search speed expectations. There are several advantages to brute force searching your data. Firstly, you can bypass the need for data indexing, saving the time required to build the index. While indexing in Weaviate isn't overly sluggish, brute forcing allows you to skip this step entirely. Secondly, you no longer need to store a proximity graph, resulting in further memory savings. In fact, if you opt to brute force search your data directly from disk, memory usage becomes negligible – a mere 100MB is sufficient to host your application. diff --git a/blog/2024-05-08-Modal-and-Weaviate/index.mdx b/blog/2024-05-08-Modal-and-Weaviate/index.mdx index ce040ef9c..3acbe84da 100644 --- a/blog/2024-05-08-Modal-and-Weaviate/index.mdx +++ b/blog/2024-05-08-Modal-and-Weaviate/index.mdx @@ -70,7 +70,7 @@ For open-source users, you can enable it by adding `ASYNC_INDEXING=true` in your ### Product Quantization While async indexing helped with importing, [product quantization](/developers/weaviate/concepts/vector-quantization#product-quantization) (PQ) was important for alleviating the memory footprint. PQ is a technique used to compress the size of vector embeddings by representing the vectors as centroid ids. The centroid ids are calculated by clustering each segment. We enabled PQ to reduce the memory requirements without slowing down the ingestion. -You can either [manually](/developers/weaviate/configuration/pq-compression#manually-configure-pq) enable PQ or have it [automatically triggered](/developers/weaviate/configuration/pq-compression#configure-autopq) based on the number of vectors. You can manually enable PQ by setting it at the collection level. You’ll first need to import at least 10,000 to 100,000 vectors in order to form the centroids. AutoPQ can be used for new collections and the training step to form the centroids is set at 100,000 vectors by default. +You can either [manually](/developers/weaviate/configuration/compression/pq-compression#manually-configure-pq) enable PQ or have it [automatically triggered](/developers/weaviate/configuration/compression/pq-compression#configure-autopq) based on the number of vectors. You can manually enable PQ by setting it at the collection level. You’ll first need to import at least 10,000 to 100,000 vectors in order to form the centroids. AutoPQ can be used for new collections and the training step to form the centroids is set at 100,000 vectors by default. It is important to keep in mind that PQ will have a tradeoff between recall, performance, and memory usage. You can tune HNSW parameters to complement the PQ configuration you selected. diff --git a/developers/academy/deployment/k8s/90_next_steps.mdx b/developers/academy/deployment/k8s/90_next_steps.mdx index f233d237e..cc2abea19 100644 --- a/developers/academy/deployment/k8s/90_next_steps.mdx +++ b/developers/academy/deployment/k8s/90_next_steps.mdx @@ -31,7 +31,7 @@ If you have replication configured, you can apply [tunable consistency](/develop - How-to guides - [How-to: manage data](/developers/weaviate/manage-data/index.md): Code examples for *create*, *update* and *delete* operations. - [How-to: search](/developers/weaviate/search/index.md): Code examples for all types of search operations. - - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/pq-compression.md) and [BQ](/developers/weaviate/configuration/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). + - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/compression/pq-compression.md) and [BQ](/developers/weaviate/configuration/compression/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). - [Concepts guides](/developers/weaviate/concepts/index.md): Guides for understanding Weaviate's architecture and concepts. - [API reference](/developers/weaviate/api/index.md): Detailed information about Weaviate's APIs. diff --git a/developers/academy/py/_snippets/intro_next_steps.mdx b/developers/academy/py/_snippets/intro_next_steps.mdx index f0ff5ade0..224460c90 100644 --- a/developers/academy/py/_snippets/intro_next_steps.mdx +++ b/developers/academy/py/_snippets/intro_next_steps.mdx @@ -9,7 +9,7 @@ Some of our more popular resources include: - How-to guides - [How-to: manage data](/developers/weaviate/manage-data/index.md): Code examples for *create*, *update* and *delete* operations. - [How-to: search](/developers/weaviate/search/index.md): Code examples for all types of search operations. - - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/pq-compression.md) and [BQ](/developers/weaviate/configuration/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). + - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/compression/pq-compression.md) and [BQ](/developers/weaviate/configuration/compression/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). - [Concepts guides](/developers/weaviate/concepts/index.md): Guides for understanding Weaviate's architecture and concepts. - [API reference](/developers/weaviate/api/index.md): Detailed information about Weaviate's APIs. diff --git a/developers/academy/py/compression/100_pq.mdx b/developers/academy/py/compression/100_pq.mdx index 69be918c8..fc37b833f 100644 --- a/developers/academy/py/compression/100_pq.mdx +++ b/developers/academy/py/compression/100_pq.mdx @@ -57,7 +57,7 @@ The training set is used to calculate the centroids for the quantization. Once t This type of PQ configuration is called "AutoPQ", and is available in Weaviate `v1.23` or later, with asynchronous indexing enabled.
    -If you are using an earlier version of Weaviate, or have asynchronous indexing disabled, you will need to use a different configuration. Please refer to the [PQ configuration documentation](/developers/weaviate/configuration/pq-compression.md#manually-configure-pq) for more information. +If you are using an earlier version of Weaviate, or have asynchronous indexing disabled, you will need to use a different configuration. Please refer to the [PQ configuration documentation](/developers/weaviate/configuration/compression/pq-compression.md#manually-configure-pq) for more information. ::: ## Customize PQ @@ -73,11 +73,10 @@ The example below shows how to configure PQ with custom settings, such as with a language="py" /> -Please refer to the [PQ configuration documentation](/developers/weaviate/configuration/pq-compression.md#pq-parameters) for more information on the available settings. +Please refer to the [PQ configuration documentation](/developers/weaviate/configuration/compression/pq-compression.md#pq-parameters) for more information on the available settings. ## Questions and feedback import DocsFeedback from '/_includes/docs-feedback.mdx'; - diff --git a/developers/academy/py/compression/300_strategy.mdx b/developers/academy/py/compression/300_strategy.mdx index 0cf31c097..7afee970b 100644 --- a/developers/academy/py/compression/300_strategy.mdx +++ b/developers/academy/py/compression/300_strategy.mdx @@ -34,7 +34,7 @@ But as a general rule of thumb, if you are not sure which to choose, we recommen And if resource constraints are not a concern, you can always choose to use no compression at all. This will give you the best performance, but at the cost of increased resource requirements. -But do note that you will likely not be able to switch on compression later, as it requires a reindexing of the data. (With an exception of PQ, which [may be enabled later](../../../weaviate/configuration/pq-compression.md#3-enable-pq-and-create-the-codebook) unless your dataset is too large.) +But do note that you will likely not be able to switch on compression later, as it requires a reindexing of the data. (With an exception of PQ, which [may be enabled later](../../../weaviate/configuration/compression/pq-compression.md#3-enable-pq-and-create-the-codebook) unless your dataset is too large.) ## Questions and feedback diff --git a/developers/academy/py/compression/900_next_steps.mdx b/developers/academy/py/compression/900_next_steps.mdx index 972285c68..b0f61c937 100644 --- a/developers/academy/py/compression/900_next_steps.mdx +++ b/developers/academy/py/compression/900_next_steps.mdx @@ -8,8 +8,8 @@ There are many more resources available to help you continue your learning journ ## Documentation -- [How-to: Configure PQ](/developers/weaviate/configuration/pq-compression.md) -- [How-to: Configure BQ](/developers/weaviate/configuration/bq-compression.md) +- [How-to: Configure PQ](/developers/weaviate/configuration/compression/pq-compression.md) +- [How-to: Configure BQ](/developers/weaviate/configuration/compression/bq-compression.md) - [Concepts: vector indexes](/developers/weaviate/concepts/vector-index.md): Vector indexes are critical to how Weaviate works, and compression. Read more here. - [Configuration references: Vector index](/developers/weaviate/config-refs/schema/vector-index.md): Configuration references for the vector index, including compression settings. diff --git a/developers/academy/theory/101_hello_weaviate/90_next_steps.mdx b/developers/academy/theory/101_hello_weaviate/90_next_steps.mdx index 81d31c7af..cc8bc3211 100644 --- a/developers/academy/theory/101_hello_weaviate/90_next_steps.mdx +++ b/developers/academy/theory/101_hello_weaviate/90_next_steps.mdx @@ -23,7 +23,7 @@ And for TypeScript/JavaScript: - How-to guides - [How-to: manage data](/developers/weaviate/manage-data/index.md): Code examples for *create*, *update* and *delete* operations. - [How-to: search](/developers/weaviate/search/index.md): Code examples for all types of search operations. - - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/pq-compression.md) and [BQ](/developers/weaviate/configuration/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). + - [How-to: configure Weaviate](/developers/weaviate/configuration/index.md): Guides for configuring Weaviate, such as [PQ](/developers/weaviate/configuration/compression/pq-compression.md) and [BQ](/developers/weaviate/configuration/compression/bq-compression.md) compression, [backups](/developers/weaviate/configuration/backups.md) and [replication](/developers/weaviate/configuration/replication.md). - [Concepts guides](/developers/weaviate/concepts/index.md): Guides for understanding Weaviate's architecture and concepts. - [API reference](/developers/weaviate/api/index.md): Detailed information about Weaviate's APIs. diff --git a/developers/weaviate/concepts/indexing.md b/developers/weaviate/concepts/indexing.md index fff59c631..d4dd85137 100644 --- a/developers/weaviate/concepts/indexing.md +++ b/developers/weaviate/concepts/indexing.md @@ -62,7 +62,7 @@ As shown above, there are quite a few configurable parameters available for an A For more information see: - [Configuring the vector index](../config-refs/schema/vector-index.md) - [Explanation of vector indexes](../concepts/vector-index.md) -- [Compressing indexes in memory](/developers/weaviate/configuration/pq-compression.md) +- [Compressing indexes in memory](/developers/weaviate/configuration/compression/pq-compression.md) :::note The [ANN benchmark page](/developers/weaviate/benchmarks/ann.md) contains a wide variety of vector search use cases and relative benchmarks. This page is ideal for finding a dataset similar to yours and learning what the most optimal settings are. diff --git a/developers/weaviate/concepts/resources.md b/developers/weaviate/concepts/resources.md index af63e60cf..6af4c6faa 100644 --- a/developers/weaviate/concepts/resources.md +++ b/developers/weaviate/concepts/resources.md @@ -102,7 +102,7 @@ To avoid out-of-memory issues during imports, set `LIMIT_RESOURCES` to `True` or The following tactics can help to reduce Weaviate's memory usage: -- **Use vector compression**. Product quantization (PQ) is a technique that reduces the size of vectors. Vector compression impacts recall performance, so we recommend testing PQ on your dataset before using it in production.

    For more information, see [Product Quantization](../concepts/vector-index.md#hnsw-with-product-quantization-pq).
    To configure PQ, see [Compression](../configuration/pq-compression.md). +- **Use vector compression**. Product quantization (PQ) is a technique that reduces the size of vectors. Vector compression impacts recall performance, so we recommend testing PQ on your dataset before using it in production.

    For more information, see [Product Quantization](../concepts/vector-index.md#hnsw-with-product-quantization-pq).
    To configure PQ, see [Compression](../configuration/compression/pq-compression.md). - **Reduce the dimensionality of your vectors.** The most effective approach to reducing memory size, is to reduce the number of dimensions per vector. If you have high dimension vectors, consider using a model that uses fewer dimensions. For example, a model that has 384 dimensions uses far less memory than a model with 1536 dimensions. diff --git a/developers/weaviate/concepts/vector-quantization.md b/developers/weaviate/concepts/vector-quantization.md index 18ce3e321..ce55c1630 100644 --- a/developers/weaviate/concepts/vector-quantization.md +++ b/developers/weaviate/concepts/vector-quantization.md @@ -1,6 +1,6 @@ --- -title: Vector Quantization (compression) -sidebar_position: 24 +title: Compression (Vector Quantization) +sidebar_position: 5 image: og/docs/concepts.jpg # tags: ['vector index plugins'] --- @@ -8,8 +8,10 @@ image: og/docs/concepts.jpg **Vector quantization** reduces the memory footprint of the [vector index](./vector-index.md) by compressing the vector embeddings, and thus reduces deployment costs and improves the speed of the vector similarity search process. Weaviate currently offers two vector quantization techniques: -- [Product quantization (PQ)](#product-quantization) + - [Binary quantization (BQ)](#binary-quantization) +- [Product quantization (PQ)](#product-quantization) +- [Scalar quantization (SQ)](#scalar-quantization) ## What is quantization? In general, quantization techniques reduce the memory footprint by representing numbers with lower precision numbers, like rounding a number to the nearest integer. In neural networks, quantization reduces the values of the weights or activations of the model stored as a 32-bit floating-point number (4 bytes) to a lower precision number, such as an 8-bit integer (1 byte). @@ -32,7 +34,7 @@ After the segments are created, there is a training step to calculate `centroids Once the codebook is ready, Weaviate uses the id of the closest centroid to compress each vector segment. The new vector representation reduces memory consumption significantly. Imagine a collection where each vector embedding has 768 four byte elements. Before PQ compression, each vector embeddingrequires `768 x 4 = 3072` bytes of storage. After PQ compression, each vector requires `128 x 1 = 128` bytes of storage. The original representation is almost 24 times as large as the PQ compressed version. (It is not exactly 24x because there is a small amount of overhead for the codebook.) -To enable PQ compression, see [Enable PQ compression](/developers/weaviate/configuration/pq-compression#enable-pq-compression) +To enable PQ compression, see [Enable PQ compression](/developers/weaviate/configuration/compression/pq-compression#enable-pq-compression) ### Segments @@ -48,7 +50,7 @@ Below is a list segment values for common vectorizer modules: ### PQ compression process -PQ has a training stage where it creates a codebook. We recommend using 10,000 to 100,000 records per shard to create the codebook. The training step can be triggered manually or automatically. See [Configuration: Product quantization](../configuration/pq-compression.md) for more details. +PQ has a training stage where it creates a codebook. We recommend using 10,000 to 100,000 records per shard to create the codebook. The training step can be triggered manually or automatically. See [Configuration: Product quantization](../configuration/compression/pq-compression.md) for more details. When the training step is triggered, a background job converts the index to the compressed index. While the conversion is running, the index is read-only. Shard status returns to `READY` when the conversion finishes. @@ -65,13 +67,13 @@ Alternatively, there is also the `tile` encoder. This encoder is currently exper With product quantization, distances are then calculated asymmetrically with a query vector with the goal being to keep all the original information in the query vector when calculating distances. :::tip -Learn more about [how to configure product quantization in Weaviate](../configuration/pq-compression.md).

    +Learn more about [how to configure product quantization in Weaviate](../configuration/compression/pq-compression.md).

    You might be also interested in our blog post [How to Reduce Memory Requirements by up to 90%+ using Product Quantization](https://weaviate.io/blog/pq-rescoring). ::: ## Binary quantization -**Binary quantization (BQ)** is a quantization technique that converts each vector embedding to a binary representation. The binary representation is much smaller than the original vector embedding. Usually each vector dimension requires 4 bytes, but the binary representation only requires 1 bit, representing a 32x reduction in storage requirements. This works to speed up vector search by reducing the amount of data that needs to be read from disk, and simplifying the distance calculation. +**Binary quantization (BQ)** is a quantization technique that converts each vector embedding to a binary representation. The binary representation is much smaller than the original vector embedding. Usually each vector dimension requires 32 bits, but the binary representation only requires 1 bit, representing a 32x reduction in storage requirements. This works to speed up vector search by reducing the amount of data that needs to be read from disk, and simplifying the distance calculation. The tradeoff is that BQ is lossy. The binary representation by nature omits a significant amount of information, and as a result the distance calculation is not as accurate as the original vector embedding. @@ -79,14 +81,22 @@ Some vectorizers work better with BQ than others. Anecdotally, we have seen enco Note that when BQ is enabled, a vector cache can be used to improve query performance. The vector cache is used to speed up queries by reducing the number of disk reads for the quantized vector embeddings. Note that it must be balanced with memory usage considerations, with each vector taking up `n_dimensions` bits. -### Over-fetching / re-scoring +## Scalar quantization + +**Scalar quantization (SQ)** The dimensions in a vector embedding are usually represented as 32 bit floats. SQ transforms the float representation to an 8 bit integer. This is a 4x reduction in size. + +SQ compression, like BQ, is a lossy compression technique. However, SQ has a much greater range. The SQ algorithm analyzes your data and distributes the dimension values into 256 buckets (8 bits). BQ only uses two values (1 bit). Consequently, SQ compressed vectors are more accurate than BQ encoded vectors. They are also significantly smaller than uncompressed vectors. + +When SQ is enabled, Weaviate boosts recall by over-fetching compressed results. After Weaviate retrieves the compressed results, the database searches the original, uncompressed vectors that correspond to the compressed result. The second search is very fast because it only searches a small number of vectors rather than the whole database. + +## Over-fetching / re-scoring -When using BQ, Weaviate will conditionally over-fetch and then re-score the results. This is because the distance calculation is not as accurate as the original vector embedding. +When you use BQ or SQ, Weaviate over-fetches and then re-scores the results. This is because the distance calculation on the compressed vectors is not as accurate as the same calculation on the original vector embedding. -This is done by fetching the higher of the specified query limit, or the rescore limit objects, and then re-score them using the full vector embedding. As a concrete example, if a query is made with a limit of 10, and a rescore limit of 200, Weaviate will fetch `max(10, 500) = 200` objects, and then re-score the top 10 objects using the full vector. This works to offset some of the loss in search quality (recall) caused by compression. +In a query, Weaviate fetches the `rescore limit` of compressed objects or the specified query limit, whichever is greater. Then, Weaviate uses the original, uncompressed vector embedding to recalculate the scores. For example, if a query is made with a limit of 10, and a rescore limit of 200, Weaviate fetches `max(10, 500) = 200` objects, and then re-scores the top 10 objects using the full vector. This process offsets some of the loss in search quality (recall) that is caused by compression. :::tip -Learn more about [how to configure binary quantization in Weaviate](../configuration/bq-compression.md).

    +Learn more about how to [configure binary quantization](../configuration/compression/bq-compression.md) in Weaviate.

    You might be also interested in our blog post [32x Reduced Memory Usage With Binary Quantization](https://weaviate.io/blog/binary-quantization). ::: @@ -102,7 +112,7 @@ You might be also interested in our blog post [HNSW+PQ - Exploring ANN algorithm ### With a flat index -A [flat index](#flat-index) can be configured using [BQ](#binary-quantization). Since a flat index search involves reading from disk, compression can reduce the time it takes to read the data from disk, speeding up the search process. +[BQ](#binary-quantization) can use a [flat index](#flat-index). A flat index search reads from disk, compression reduces the amount of data Weaviate has to read so searches are faster. ## Rescoring @@ -117,8 +127,8 @@ In some cases, rescoring also includes over-fetching, whereby additional candida - [Concepts: Vector Indexing](./vector-index.md) - [Configuration: Vector index](../config-refs/schema/vector-index.md) - [Configuration: Schema (Configure semantic indexing)](../config-refs/schema/index.md#configure-semantic-indexing) -- [How to configure: Binary quantization (compression)](../configuration/bq-compression.md) -- [How to configure: Product quantization (compression)](../configuration/pq-compression.md) +- [How to configure: Binary quantization (compression)](../configuration/compression/bq-compression.md) +- [How to configure: Product quantization (compression)](../configuration/compression/pq-compression.md) - [Weaviate Academy: 250 Vector Compression](../../academy/py/compression/index.md) ::: diff --git a/developers/weaviate/config-refs/schema/multi-vector.md b/developers/weaviate/config-refs/schema/multi-vector.md index 2d5e3db05..83381bbdc 100644 --- a/developers/weaviate/config-refs/schema/multi-vector.md +++ b/developers/weaviate/config-refs/schema/multi-vector.md @@ -206,8 +206,8 @@ import HybridTSCode from '!!raw-loader!/_includes/code/howto/search.hybrid.ts'; - [Weaviate academy: Named vectors](../../../academy/py/named_vectors/index.md) - [How-to: manage data](/developers/weaviate/manage-data/index.md): Code examples for *create*, *update* and *delete* operations, including those with named vectors. - [How-to: search](/developers/weaviate/search/index.md): Code examples for all types of search operations, including those with named vectors. -- [BQ Compression](../../configuration/bq-compression.md) -- [PQ Compression](../../configuration/pq-compression.md) +- [BQ Compression](../../configuration/compression/bq-compression.md) +- [PQ Compression](../../configuration/compression/pq-compression.md) ## Questions and feedback diff --git a/developers/weaviate/configuration/bq-compression.md b/developers/weaviate/configuration/compression/bq-compression.md similarity index 85% rename from developers/weaviate/configuration/bq-compression.md rename to developers/weaviate/configuration/compression/bq-compression.md index 149819bbd..a57aec29d 100644 --- a/developers/weaviate/configuration/bq-compression.md +++ b/developers/weaviate/configuration/compression/bq-compression.md @@ -1,6 +1,6 @@ --- -title: Binary Quantization (compression) -sidebar_position: 6 +title: Binary Quantization +sidebar_position: 5 image: og/docs/configuration.jpg # tags: ['configuration', 'compression', 'bq'] --- @@ -17,7 +17,7 @@ import GoCode from '!!raw-loader!/_includes/code/howto/configure.bq-compression. import JavaCode from '!!raw-loader!/_includes/code/howto/java/src/test/java/io/weaviate/docs/bq-compression.java'; :::info Added in `v1.23` -BQ is available for the [`flat` index](../concepts/vector-index.md#flat-index) type from `v1.23` onwards and for the [`hnsw` index](../concepts/vector-index.md#hnsw-index) type from `v1.24`. +BQ is available for the [`flat` index](/developers/weaviate/concepts/vector-index.md#flat-index) type from `v1.23` onwards and for the [`hnsw` index](/developers/weaviate/concepts/vector-index.md#hnsw-index) type from `v1.24`. ::: Binary quantization (BQ) is a vector compression technique that can reduce the size of a vector. @@ -27,7 +27,7 @@ To use BQ, enable it as shown below and add data to the collection.

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