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feat: Add MongoDB support for long-term memory#3665

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Raschid (RaschidJFR) wants to merge 6 commits intolangchain-ai:mainfrom
RaschidJFR:feat/mongodb_longterm_mem
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feat: Add MongoDB support for long-term memory#3665
Raschid (RaschidJFR) wants to merge 6 commits intolangchain-ai:mainfrom
RaschidJFR:feat/mongodb_longterm_mem

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@RaschidJFR Raschid (RaschidJFR) commented Apr 21, 2026

Update Memory docs to document MongoDB support for Checkpointers and Stores, including the new Automated Embeddings feature for semantic search.

Relates to (merge after): langchain-ai/langgraphjs#2326

@github-actions github-actions Bot added langgraph For docs changes to LangGraph oss external User is not a member of langchain-ai labels Apr 21, 2026
@RaschidJFR Raschid (RaschidJFR) marked this pull request as ready for review April 23, 2026 15:04
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Thanks for opening a docs PR, Raschid (@RaschidJFR)! When it's ready for review, please add the relevant reviewers:

  • @npentrel or @lnhsingh (LangGraph)

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LGTM from the dev perspective. We still need to merge langchain-ai/langgraphjs#2326 , but this matches with the implementation.

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Ok - let us know when ready to merge

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