Skip to content

LangGraph notebook: replace BaseStore with memory_instructions#36

Draft
DK09876 wants to merge 2 commits into
mainfrom
dk/langgraph-basestore-cookbook
Draft

LangGraph notebook: replace BaseStore with memory_instructions#36
DK09876 wants to merge 2 commits into
mainfrom
dk/langgraph-basestore-cookbook

Conversation

@DK09876
Copy link
Copy Markdown
Contributor

@DK09876 DK09876 commented May 20, 2026

Summary

  • Replace BaseStore pattern (Pattern 3) with memory_instructions() pattern
  • Add "Which pattern should I use?" decision table to help users pick the right approach
  • Update intro, cleanup, and takeaways to reflect the three current patterns: tools, nodes, memory_instructions

Companion to vectorize-io/hindsight#1673 which removes HindsightStore from the integration.

Test plan

  • Run notebook end-to-end against a live Hindsight instance

🤖 Generated with Claude Code

DK09876 and others added 2 commits May 19, 2026 10:54
Extends 06-langgraph-react-agent.ipynb with Pattern 3 demonstrating
HindsightStore as a LangGraph BaseStore: aput, semantic asearch,
and store-backed graph with dependency injection.

Co-Authored-By: Claude Opus 4.6 <[email protected]>
- Replace Pattern 3 (BaseStore) with Memory Instructions pattern
- Add "Which pattern should I use?" decision table
- Update intro, cleanup, and takeaways

Co-Authored-By: Claude Opus 4.6 <[email protected]>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant