INTPYTHON-752 Integrate pymongo-search-utils

[aclark4life]

No description provided.

[Copilot]

Pull Request Overview

This PR integrates the pymongo-search-utils package to consolidate MongoDB search functionality and reduce code duplication.

• Migrates vector search index creation/update functions to pymongo-search-utils
• Updates Python version requirement from 3.9 to 3.10
• Replaces local bulk_embed_and_insert_texts implementation with the external utility

Reviewed Changes

Copilot reviewed 6 out of 8 changed files in this pull request and generated 6 comments.

Show a summary per file

File	Description
pyproject.toml	Updates Python version requirement to 3.10
libs/langchain-mongodb/pyproject.toml	Updates Python version requirement and adds pymongo-search-utils dependency
libs/langchain-mongodb/tests/utils.py	Imports and uses external bulk_embed_and_insert_texts function
libs/langchain-mongodb/langchain_mongodb/vectorstores.py	Removes local bulk_embed_and_insert_texts method and uses external function
libs/langchain-mongodb/langchain_mongodb/utils.py	Removes local _append_client_metadata function and imports from external package
libs/langchain-mongodb/langchain_mongodb/index.py	Removes local index creation/update functions and imports from external package

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[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required self parameter that was present in the original method. This function needs to receive the embedding model, collection, and field configuration to work properly.

[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required self parameter that was present in the original method. This function needs to receive the embedding model, collection, and field configuration to work properly.

[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required self parameter that was present in the original method. This function needs to receive the embedding model, collection, and field configuration to work properly.

[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required self parameter that was present in the original method. This function needs to receive the embedding model, collection, and field configuration to work properly.

[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required self parameter that was present in the original method. This function needs to receive the embedding model, collection, and field configuration to work properly.

Suggested change

	texts=texts, metadatas=metadatas, ids=ids[start:end]
	embedding_model=self._embedding,
	collection=self._collection,
	text_key=self._text_key,
	embedding_key=self._embedding_key,
	metadata_key=self._metadata_key,
	texts=texts,
	metadatas=metadatas,
	ids=ids[start:end],

[Copilot]

The external bulk_embed_and_insert_texts function is being called without the required instance context that was available when it was called as super().bulk_embed_and_insert_texts(). This function needs to receive the embedding model, collection, and field configuration to work properly.

Suggested change

	ids_inserted = bulk_embed_and_insert_texts(texts, metadatas, ids)
	ids_inserted = bulk_embed_and_insert_texts(
	self.embedding, self.collection, self._embedding_field_config, texts, metadatas, ids
	)

[aclark4life]

@NoahStapp Re: test failures Should driver_info be optional or passed in where it's not currently passed in to append_client_metadata ?

[NoahStapp]

@NoahStapp Re: test failures Should driver_info be optional or passed in where it's not currently passed in to append_client_metadata ?

It should be passed in. The previous version of append_client_metadata we used here used a DriverInfo set at the package level. The new one from pymongo-search-utils is generic for flexibility so we need to pass in the package-level DriverInfo here.