Add Couchbase vector store #1107
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shyam-cb
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Sep 18, 2024
examples_notebooks/community_contrib/couchbase/couchbasedb_demo.py
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examples_notebooks/community_contrib/couchbase/GraphRAG_with_Couchbase.ipynb
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examples_notebooks/community_contrib/couchbase/GraphRAG_with_Couchbase.ipynb
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shyam-cb
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Sep 19, 2024
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@microsoft-github-policy-service agree [company="{Couchbase}"] |
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@microsoft-github-policy-service agree company="Couchbase" |
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Description
This pull request adds a new Jupyter notebook demonstrating how to set up and use GraphRAG with Couchbase as a vector store. The notebook walks through the process of loading data, setting up models, storing embeddings, and running a search engine query.
Related Issues
N/A (or reference any existing issues if applicable)
Proposed Changes
Checklist
[x] I have tested these changes locally.
[x] I have reviewed the code changes.
[x] I have updated the documentation (the notebook itself serves as documentation).
[x ] I have added appropriate unit tests (if applicable).
Additional Notes
This notebook provides a comprehensive example of using GraphRAG with Couchbase, which can be valuable for users looking to implement similar setups. It covers important aspects such as environment configuration, data loading, model setup, and query execution.