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docs: add GoodMem provider and tools integration pages#4511

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Mohamed Khalid Khalil (MohamedKhalil8801) wants to merge 3 commits into
langchain-ai:mainfrom
PAIR-Systems-Inc:integration-goodmem
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docs: add GoodMem provider and tools integration pages#4511
Mohamed Khalid Khalil (MohamedKhalil8801) wants to merge 3 commits into
langchain-ai:mainfrom
PAIR-Systems-Inc:integration-goodmem

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@MohamedKhalil8801

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Overview

Add documentation for langchain-goodmem and langgraph-goodmem, which expose
GoodMem (a long-term memory layer for AI agents) as LangChain and LangGraph
tools. Both packages ship on PyPI, so this follows the standalone-package model:
documentation only, with no code added to any langchain-ai repository.

  • src/oss/python/integrations/providers/goodmem.mdx — provider overview, install, environment variables
  • src/oss/python/integrations/tools/goodmem.mdx — tool reference with runnable LangChain and LangGraph examples, plus the optional reranker and LLM-summary retrieval
  • Discovery cards in providers/all_providers.mdx and the tools index
  • packages.yml entry for langchain-goodmem, mirroring the existing third-party langchain-cognee entry

Type of change

Type: New documentation page

Related issues/PRs

  • GitHub issue: N/A
  • Feature PR: N/A

Checklist

  • I have read the contributing guidelines, including the language policy
  • I have tested my changes locally using docs dev
  • All code examples have been tested and work correctly
  • I have used root relative paths for internal links
  • I have updated navigation in src/docs.json if needed

Additional notes

Reviewer notes

  • langchain-goodmem and langgraph-goodmem expose the same tools under different import paths, so they share one provider page and one tools page rather than duplicate listings, following the AWS and Cognee precedent.
  • src/docs.json is unchanged: individual integration pages are not listed in navigation (consistent with existing providers), and discovery happens through the provider and tool index grids.

Verification

  • Installed both packages from PyPI and ran the tool examples end to end against a live GoodMem server.
  • make lint_prose (Vale 3.12.0) passes with 0 findings.

AI assistance
Drafted with an AI agent and verified against the package source and a live server, per the acceptable-uses-of-LLMs policy.

Document the langchain-goodmem and langgraph-goodmem packages, which expose
GoodMem (a long-term memory layer for AI agents) as LangChain and LangGraph
tools. Both packages ship on PyPI, so this change adds documentation only.

The tools page covers install, credentials, instantiation, and both direct
and agent invocation, plus the optional reranker and LLM-summary retrieval.
The provider page gives the overview and install steps, and GoodMem now
appears in the all-providers grid, the tools index, and packages.yml.
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Thanks for opening a docs PR, Mohamed Khalid Khalil (@MohamedKhalil8801)! When it's ready for review, please add the relevant reviewers:

  • @mdrxy (Python integrations)

@github-actions github-actions Bot added external User is not a member of langchain-ai langchain For docs changes to LangChain oss python For content related to the Python version of LangChain projects labels Jun 17, 2026
@MohamedKhalil8801

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Hello Mason Daugherty (@mdrxy)
Can you review this?

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