[LangChain] Documentation - Missing or incorrect pieces

    • Type: Task
    • Resolution: Unresolved
    • Priority: Unknown
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    • Affects Version/s: None
    • Component/s: AI/ML, LangChain
    • Python Drivers
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      1. What would you like to communicate to the user about this feature?
      2. Would you like the user to see examples of the syntax and/or executable code and its output?
      3. Which versions of the driver/connector does this apply to?

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      1. What would you like to communicate to the user about this feature? 2. Would you like the user to see examples of the syntax and/or executable code and its output? 3. Which versions of the driver/connector does this apply to?
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      I performed a quick investigation of the Langchain documentation and came up with the following.

      Issues found in the Integrations section

      Retrievers:

      • MongoDB only has two retrievers listed (fulltext & hybrid).. It is missing: Parent-Document, Self-Querying, GraphRAG
      • Bring-your-own documents: At the top of this page, a small group are singled out “The below retrievers allow you to index and search a custom corpus of documents.” We are not in that group.

      Tools: Database section is missing MongoDBDatabaseToolkit.

      VectorStores: Ours is shown to fail the following: [standard tests, multitenancy, IDs in add documents]. We have all of these.

      API documentation

      The API documentation is performed by us. The link from their site to ours works.

      Definition of done

      How are these created? By someone at LangChain manually or via CI? These are small enough that we can do them ourselves if the code is available and submit a pull-request.

              Assignee:
              Prakul Agarwal
              Reporter:
              Casey Clements
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                Created:
                Updated: