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LangChain Forum - Latest topics

Seeking help regarding the connection between Websocket and tool calls Tool invocation error with empty error message when using `InjectedState` + `Command` return in async tool How to use @langchain/react FileSystem middleware Using ChatSnowflake with agents Built llmsessioncontract on AgentMiddleware: runtime enforcement of tool-call protocols — feedback wanted DeltaChannelHistory not found in langgraph-api:3.12 Improving citation accuracy and reducing hallucinations in custom Parent-Child RAG pipeline (Gemma3:4B + FAISS+BM25 + Cross-encoder reranker) Built a live autonomous AI agent network using LangGraph-style economics — looking for feedback How are you validating LangChain agent output before it executes shell commands? Cross-site pattern pool for production agent failures — looking for 5 pilot teams (open spec, CC-BY-4.0) Metadata filter not filtering for alerts Using custom MCP servers with assistants How to use tool calling using ChatLlamaCpp and Gemma 4 E4B with create_agent? CLI - No Longer Sending traces to Langsmith Connecting the Slack integration fails with invalid_team_for_non_distributed_app The Docs says open router can be used with init_chat_model but throws an error Interested to contribute to langgraph postgre checkpointer for multiple adapter support Modal Inference Trouble understanding and editing experiment summary evaluators feedbacks SSL certificate error from httpx with LangGraph server [Feature Request] Wire allowed_msgpack_modules in langgraph.json Serving an agent with the LangGraph CLI dev command Proposal: implement delete_for_runs for SQLite checkpoint savers WikipediaLoader endup in JSONDecodeError Human-in-the-loop approval dashboard for LangGraph agents — open source, free to deploy Ombre — open source security and audit layer for LangChain apps Should interrupt() be split into two primitives — one for human input, one for s2s data fetching? Unable to delete runs from annotation queue First Bedrock call after idle is slow on TTFT (follow-ups in the same trace are fast)
Portable departure and admission records for LangChain ag...
dogcomplex · 2026-04-20 · via LangChain Forum - Latest topics
We built callback handlers for LangChain (TypeScript and Python) that automatically create portable, cryptographically signed departure and admission records as agents run. The idea: when an AI agent leaves one platform and arrives at another, there should be a verifiable record of that transition. Think of it as passport stamps for AI. The handler hooks into LangChain’s lifecycle events to create signed EXIT markers on departure, and verify them on arrival. Why this matters: if you’re running agents across multiple platforms or environments, there’s currently no standard way to track where they’ve been or verify their history. These records give you an auditable trail without depending on any single platform’s logs. Quick example (Python): from exit_door_langchain import ExitCallbackHandler from exit_door import generate_keypair keys = generate_keypair() handler = ExitCallbackHandler( keys=keys, subject="did:key:z6Mk...", origin="platform-a" ) Supports Ed25519 and P-256 (FIPS-compliant path), offline verification, and a policy engine with 7 admission presets for the receiving side. The packages are on npm ( @cellar-door /langchain) and PyPI (exit-door-langchain). Part of the Passage Protocol, which was submitted to the NIST AI Agent Standards Initiative. Apache 2.0, open source. Happy to answer questions about the design or take feedback. The project is at cellar-door.dev and the GitHub org is CellarDoorExits. 1 post - 1 participant Read full topic