Update Azure AI Search (fka Azure Cognitive Search) vector store integration to latest client SDK 11.4.0 stable + updating jupyter notebook sample  (#10416)

Bumps [cryptography](https://github.com/pyca/cryptography) from 41.0.7 to 42.0.0.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/41.0.7...42.0.0

)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: indirect
...

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* Moved bs4 to be optional, with new extra 'html' for it, and ran 'poetry lock'

* Adjusts imports for optional bs4, and added xfail to tests

* Added CHANGELOG entry

* Fixed html extra to be in extras section

Bumps [notebook](https://github.com/jupyter/notebook) from 7.0.6 to 7.0.7.
- [Release notes](https://github.com/jupyter/notebook/releases)
- [Changelog](https://github.com/jupyter/notebook/blob/@jupyter-notebook/tree@7.0.7/CHANGELOG.md)
- [Commits](https://github.com/jupyter/notebook/compare/@jupyter-notebook/tree@7.0.6...@jupyter-notebook/tree@7.0.7

)

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: indirect
...

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Bumps [jupyterlab](https://github.com/jupyterlab/jupyterlab) from 4.0.10 to 4.0.11.
- [Release notes](https://github.com/jupyterlab/jupyterlab/releases)
- [Changelog](https://github.com/jupyterlab/jupyterlab/blob/@jupyterlab/lsp@4.0.11/CHANGELOG.md)
- [Commits](https://github.com/jupyterlab/jupyterlab/compare/@jupyterlab/lsp@4.0.10...@jupyterlab/lsp@4.0.11

)

---
updated-dependencies:
- dependency-name: jupyterlab
  dependency-type: indirect
...

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Bumps [jupyter-lsp](https://github.com/jupyter-lsp/jupyterlab-lsp) from 2.2.1 to 2.2.2.
- [Release notes](https://github.com/jupyter-lsp/jupyterlab-lsp/releases)
- [Changelog](https://github.com/jupyter-lsp/jupyterlab-lsp/blob/main/CHANGELOG.md)
- [Commits](https://github.com/jupyter-lsp/jupyterlab-lsp/commits

)

---
updated-dependencies:
- dependency-name: jupyter-lsp
  dependency-type: indirect
...

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* add postgres docker

* dockerfile moved

* remove unused dependencies

* remove unused .gitignore

* + missing dependency for `docs` group

* update lock file

Bumps [cryptography](https://github.com/pyca/cryptography) from 41.0.5 to 41.0.6.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/41.0.5...41.0.6

)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: indirect
...

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Bumps [pyarrow](https://github.com/apache/arrow) from 14.0.0 to 14.0.1.
- [Commits](https://github.com/apache/arrow/compare/go/v14.0.0...apache-arrow-14.0.1

)

---
updated-dependencies:
- dependency-name: pyarrow
  dependency-type: indirect
...

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* update openai lib

* fix test

* wip

* wip

Co-authored-by: haotian zhang <haotianzhang@haotians-MacBook-Pro-3.local>