* Adds new gen-3 embedding models

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* create markdown widget and component

* add rendermime

* add rendermime registry requrement, activation to plugin

* update var naming

* use rendermime directrly in the react component

* use css to emulate code styling

* add @types/react-dom

* create CopyButton component based on chat-code-view.tsx by @dlqqq

* add CopyButton and styling

* remoev unsused code

* add min width to the button

* omit units for 0

* use RendermimeMarkdown for ChatSettings model help

* remove react-markdown dependency

* revert CopyButton styling

* remove comments

* memoize RendermimeMarkdown (10% faster)

* Update packages/jupyter-ai/src/components/copy-button.tsx

Co-authored-by: Jason Weill <93281816+JasonWeill@users.noreply.github.com>

* remove copying status

* update yarn.lock

* detect mimetype, render latex

* set latexTypesetter

* MathJax typeset redered md

* use rmRegistry typesetter

* remove MathJaxTypesetter import

* Modify CHAT_SYSTEM_PROMPT, use $ and $$ style LaTeX delimiters only

* remove @jupyterlab/mathjax-extension dependency

* remove @jupyterlab/builder dependency

* Update packages/jupyter-ai/src/index.ts

Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com>

* render content after attaching buttons per @krassowski

* remove duplicate rmRegistry per @krassowski

* update snapshots

* Remove unused react-syntax-highlighter, rehype-katex, remark-math dependencies

* move @types/react-dom dependency from root to packages/jupyter-ai per @krassowski

* Update packages/jupyter-ai/package.json

Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com>

* update yarn.lock

* Escale LaTeX delimeters with regex instead of prompt engineering

* add .jp-ai-rendermime-markdown mjx-container  styling to match jlab

* update escapeLatexDelimiters comment

* update lockfile

* update lockfile

* move escapeLatexDelimiters outside of RendermimeMarkdownBase to avoid redefinitions on every rerender

* adjust escapeLatexDelimiters parameter naming

* Rename escapeLatexDelimiters  argument from str to text

* Update packages/jupyter-ai/src/components/rendermime-markdown.tsx

Co-authored-by: david qiu <david@qiu.dev>

* Update escapeLatexDelimiters docstring per @dlqqq

* bump react-dom version per @dlqqq

* add @jupyterlab/rendermime as a direct dependenct per @dlqqq to avoid potential build errors

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Co-authored-by: Jason Weill <93281816+JasonWeill@users.noreply.github.com>
Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com>
Co-authored-by: david qiu <david@qiu.dev>

#632)

* Unifies parameters to instantiate llm while incorporating model params

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* Update providers.py

Added new OpenAI models gpt-3.5-turbo-0125, gpt-4-0125-preview, and gpt-4-turbo-preview (currently points to 0125-preview)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Update providers.py

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* delete binder related boilerplate

* remove unused github workflows

* remove frontend boilerplate, update provider template

* add slash command template

* tweak wording

* add contributor docs for cookiecutter use

* pre-commit

* fix cookiecutter GH link

Co-authored-by: Michał Krassowski <5832902+krassowski@users.noreply.github.com>

* add pip install cookiecutter

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