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@jjhpka jjhpka commented Oct 29, 2025

Add comprehensive documentation for managing user preferences using LangGraph Store and static runtime context pattern.

  • Demonstrate Store + Static Context integration
  • Cover loading, updating, and dynamic field patterns

Overview

This PR adds a new guide (manage-user-context.mdx) that demonstrates how to manage user-specific
settings (language preferences, timezone, communication style) using LangGraph Store combined with static
runtime context.

The guide fills a documentation gap by showing developers how to:

  • Persist user preferences across conversations using Store
  • Load preferences as immutable static context during agent runs
  • Access user settings in middleware for dynamic prompts
  • Support extensible field patterns with the `extra' dictionary

Type of change

Type: New documentation page

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
  • I have gotten approval from the relevant reviewers
  • (Internal team members only / optional) I have created a preview deployment using the Create Preview Branch workflow

Additional notes

@github-actions github-actions bot added langchain For docs changes to LangChain oss labels Oct 29, 2025
@jjhpka jjhpka force-pushed the feat/add-manage-user-context-docs branch from 49268e4 to 61afe62 Compare October 29, 2025 22:13
@github-actions github-actions bot added the python For content related to the Python version of LangChain projects label Oct 29, 2025
@jjhpka jjhpka force-pushed the feat/add-manage-user-context-docs branch from 61afe62 to 150a9d4 Compare October 29, 2025 22:16
@github-actions github-actions bot removed the python For content related to the Python version of LangChain projects label Oct 29, 2025
Add comprehensive documentation for managing user preferences using LangGraph Store and static runtime context pattern.

- Demonstrate Store + Static Context integration
- Cover loading, updating, and dynamic field patterns
@jjhpka jjhpka force-pushed the feat/add-manage-user-context-docs branch from 150a9d4 to 75ce86e Compare October 29, 2025 22:16
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