Casey Clements a47f69a120 partners/mongodb : Significant MongoDBVectorSearch ID enhancements (#23535) ... ## Description This pull-request improves the treatment of document IDs in `MongoDBAtlasVectorSearch`. Class method signatures of add_documents, add_texts, delete, and from_texts now include an `ids:Optional[List[str]]` keyword argument permitting the user greater control. Note that, as before, IDs may also be inferred from `Document.metadata['_id']` if present, but this is no longer required, IDs can also optionally be returned from searches. This PR closes the following JIRA issues. * [PYTHON-4446](https://jira.mongodb.org/browse/PYTHON-4446) MongoDBVectorSearch delete / add_texts function rework * [PYTHON-4435](https://jira.mongodb.org/browse/PYTHON-4435) Add support for "Indexing" * [PYTHON-4534](https://jira.mongodb.org/browse/PYTHON-4534) Ensure datetimes are json-serializable --------- Co-authored-by: Erick Friis <erick@langchain.dev>		2024-07-17 13:26:20 -07:00
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__init__.py
cache.py	mongodb[patch]: Added scoring threshold to caching (#19286)	2024-03-19 11:30:02 -07:00
chat_message_histories.py	partners: add custom options to MongoDBChatMessageHistory (#22944)	2024-06-24 19:42:56 +00:00
index.py	LangChain-MongoDB: [Experimental] Driver-side index creation helper (#19359)	2024-06-26 15:07:28 -04:00
py.typed
utils.py	partners/mongodb : Significant MongoDBVectorSearch ID enhancements (#23535)	2024-07-17 13:26:20 -07:00
vectorstores.py	partners/mongodb : Significant MongoDBVectorSearch ID enhancements (#23535)	2024-07-17 13:26:20 -07:00