DA-767: Modified: Rename CouchbaseVectorStore

[AayushTyagi1]

No description provided.

[gemini-code-assist]

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Summary of Changes

This pull request focuses on renaming CouchbaseVectorStore to CouchbaseSearchVectorStore across multiple tutorial markdown files. The change reflects an update in the naming convention of the Couchbase vector store integration within LangChain. The updated name more accurately represents the functionality of the vector store, which is designed for search operations.

Highlights

• Rename: Renamed CouchbaseVectorStore to CouchbaseSearchVectorStore in tutorial markdown files.
• Code Consistency: Ensured consistency in the code examples and documentation by updating the class name.
• Vector Search: Reflects the vector store's primary function for search operations.

Changelog

Click here to see the changelog

• tutorial/markdown/generated/vector-search-cookbook/CouchbaseStorage_Demo.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_AzureOpenAI.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_Bedrock.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_Claude(by_Anthropic).md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_Cohere.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_CrewAI.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_Jina_AI.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_PydanticAI.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated dataclass Deps to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_SmolAgents.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated RetrieverTool to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/RAG_with_Couchbase_and_Voyage.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/generated/vector-search-cookbook/memGpt_letta.md
  • Replaced CouchbaseVectorStore import with CouchbaseSearchVectorStore.
  • Updated initialization of vector store to use CouchbaseSearchVectorStore.
• tutorial/markdown/nodejs/nodejs-langchain-pdf-chat/nodejs-langchain-pdf-chat.md
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated initialization description to use CouchbaseSearchVectorStore.
  • Updated couchbaseConfig type to CouchbaseSearchVectorStoreArgs.
  • Updated create vector store from documents to use CouchbaseSearchVectorStore.fromDocuments.
  • Updated initialize vector store to use CouchbaseSearchVectorStore.initialize().
  • Updated retriever to use CouchbaseSearchVectorStore.asRetriever().
• tutorial/markdown/python/bedrock-serverless-pdf-chat/bedrock-serverless-pdf-chat.md
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated Lambda description to use CouchbaseSearchVectorStore.
  • Updated add_texts method description to use CouchbaseSearchVectorStore.
  • Updated vector store import to CouchbaseSearchVectorStore.
  • Updated vector store retriever to use CouchbaseSearchVectorStore.
  • Updated note to use CouchbaseSearchVectorStore.
• tutorial/markdown/python/gemini-langchain-pdf-chat/gemini-langchain-pdf-chat-py.md
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated initialization description to use CouchbaseSearchVectorStore.
  • Updated get_vector_store description to use CouchbaseSearchVectorStore.
  • Updated vector_store to use CouchbaseSearchVectorStore.
  • Updated save_to_vector_store description to use CouchbaseSearchVectorStore.
• tutorial/markdown/python/nvidia-nim-llama3-pdf-chat/nvidia-nim-llama3-pdf-chat.md
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated initialization description to use CouchbaseSearchVectorStore.
  • Updated get_vector_store description to use CouchbaseSearchVectorStore.
  • Updated vector_store to use CouchbaseSearchVectorStore.
  • Updated save_to_vector_store description to use CouchbaseSearchVectorStore.
• tutorial/markdown/python/python-haystack-pdf-chat/python-haystack-pdf-chat.md
  • Updated description to use CouchbaseSearchVectorStore.
• tutorial/markdown/python/python-langchain-pdf-chat/python-langchain-pdf-chat.md
  • Updated description to use CouchbaseSearchVectorStore.
  • Updated initialization description to use CouchbaseSearchVectorStore.
  • Updated get_vector_store description to use CouchbaseSearchVectorStore.
  • Updated vector_store to use CouchbaseSearchVectorStore.
  • Updated save_to_vector_store description to use CouchbaseSearchVectorStore.

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Code Review

The pull request involves renaming CouchbaseVectorStore to CouchbaseSearchVectorStore across multiple markdown files. This change appears to be a straightforward find and replace operation to reflect a change in the class name. The changes look correct.

Merge Readiness

The pull request appears to be ready for merging, as it involves a simple renaming operation that has been consistently applied across the relevant files. However, it's recommended to double-check that the new name CouchbaseSearchVectorStore accurately reflects the functionality and that all instances have been updated correctly. I am unable to approve this pull request, and recommend that others review and approve this code before merging.