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Improve doc for memory and skills#2611

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Hans Hsieh (hanshsieh) wants to merge 1 commit intolangchain-ai:mainfrom
hanshsieh:fix_memory
Open

Improve doc for memory and skills#2611
Hans Hsieh (hanshsieh) wants to merge 1 commit intolangchain-ai:mainfrom
hanshsieh:fix_memory

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Overview

  • Remove the unnecessary files for agent.invoke when using StoreBackend
  • Add the code snippet for invoking agent when using FilesystemBackend (like the examples of other backends)

Type of change

Type: Update existing documentation

Related issues/PRs

  • GitHub issue:
  • Feature PR:
  • Linear issue:
  • Slack thread:

Checklist

  • I have read the contributing guidelines
  • 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

(Internal team members only / optional): Create a preview deployment as necessary using the Create Preview Branch workflow

Additional notes

@github-actions github-actions Bot added deepagents For docs changes to Deep Agents oss external User is not a member of langchain-ai labels Feb 12, 2026
@hanshsieh Hans Hsieh (hanshsieh) marked this pull request as ready for review February 12, 2026 07:23
- Remove the unnecessary `files` for `agent.invoke` when using
  `StoreBackend`
- Add the code snippet for invoking agent when using `FilesystemBackend`
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