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lookspan-langgraph — LangChain & LangGraph observability, local-first

PyPI License: MIT Docs

Drop-in callback handler that streams every chain, graph node, LLM call and tool invocation to your local Lookspan dashboard — a process on 127.0.0.1, not a SaaS. No account, no API key, nothing uploaded.

One handler in config={"callbacks": [...]} and the graph you drew becomes a timeline you can actually read: which node ran, in what order, how long each LLM call took, and where the retries went.

Install

pip install lookspan-langgraph

Quick start

from lookspan import LookspanClient
from lookspan_langgraph import LookspanCallbackHandler

client = LookspanClient(endpoint="http://127.0.0.1:3100/api/ingest")
handler = LookspanCallbackHandler(client=client, agent_id="my-agent")

# LangChain
result = chain.invoke({"input": "hello"}, config={"callbacks": [handler]})

# LangGraph
result = graph.invoke({"messages": []}, config={"callbacks": [handler]})

client.flush()

Prompts and completions are not recorded unless you pass capture_content=True to LookspanClient.

Links

MIT licensed. Part of Fervon.

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