Release/v0.33.0 #1243
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Release/v0.33.0 #1243
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### Added
- `RagEngine` is an abstraction for implementing modular RAG pipelines.
- `RagContext` is a container object for passing around RAG context.
- RAG stages:
- `QueryRagStage` for parsing and expanding queries.
- `RetrievalRagStage` for retrieving content.
- `GenerationRagStage` for augmenting and generating outputs.
- RAG modules:
- Query:
- `RelatedQueryGenerationRagModule` for generating related queries.
- Retrieval:
- `TextRetrievalRagModule` for retrieving text chunks.
- `TextRerankRagModule` for re-ranking retrieved results.
- Generation:
- `MetadataGenerationRagModule` for appending metadata.
- `RulesetsGenerationRagModule` for appending rulesets.
- `PromptGenerationRagModule` for generating responses based on retrieved text chunks.
- `RagClient` tool for exposing `RagEngines` to LLM agents.
- `RagTask` task for including `RagEngines` in any structure.
- Rerank drivers:
- `CohereRerankDriver` for using the Cohere rerank API.
- `utils.execute_futures_list()` for executing a list of futures.
- `LocalVectorStoreDriver.persist_file` for persisting vectors and chunks in a text file.
- `Entry.to_artifact()` for easy vector store entry conversions into Griptape artifacts.
- `BaseVectorStoreDriver.does_entry_exist()` to check if an entry exists in the vector store.
### Changed
- **BREAKING**: `BaseVectorStoreDriver.upsert_text_artifact()` and `BaseVectorStoreDriver.upsert_text()` use artifact/string values to generate `vector_id` if it wasn't implicitly passed. This change ensures that we don't generate embeddings for the same content every time.
- **BREAKING**: Removed `VectorQueryEngine` in favor of `RagEngine`.
- **BREAKING**: Removed `TextQueryTask` in favor of `RagTask`.
- **BREAKING**: `TextArtifactStorage` now requires `vector_store_driver` and `rag_engine` in place of `vector_query_engine`.
- **BREAKING**: Moved `load_artifacts()` from `BaseQueryEngine` to `BaseVectorStoreDriver`.
- **BREAKING**: Merged `BaseVectorStoreDriver.QueryResult` into `BaseVectorStoreDriver.Entry`.
- **BREAKING**: Replaced `query_engine` with `vector_store_driver` in `VectorStoreClient`.
…w accept callables instead of futures (#910)
Co-authored-by: Collin Dutter <collin@griptape.ai>
…istenerDriver.publish_event() (#919)
Co-authored-by: hkhajgiwale <hkhajgiwale@paloaltonetworks.com> Co-authored-by: Harsh Khajgiwale <13365920+hkhajgiwale@users.noreply.github.com> Co-authored-by: Anush <anushshetty90@gmail.com>
Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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Codecov ReportAttention: Patch coverage is 📢 Thoughts on this report? Let us know! |
cjkindel
reviewed
Oct 9, 2024
| - **BREAKING**: Removed `loaders-dataframe` and `loaders-audio` extras as they are no longer needed. | ||
| - **BREKING**: `TextLoader`, `PdfLoader`, `ImageLoader`, and `AudioLoader` now take a `str | PathLike` instead of `bytes`. Passing `bytes` is still supported but deprecated. | ||
| - **BREAKING**: Removed `DataframeLoader`. | ||
| - **BREAKING**: Update `pypdf` dependency to `^5.0.1`. |
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duplicate pypdf & redis entries (L51-52)
vasinov
previously approved these changes
Oct 9, 2024
MIGRATION.md
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| pip install torch | ||
| ``` | ||
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| ### Removed `MediaArtifact` |
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Yes, migration guide was messed up.
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vasinov
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Oct 9, 2024
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Describe your changes
Release
0.33.0Issue ticket number and link
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📚 Documentation preview 📚: https://griptape--1243.org.readthedocs.build//1243/