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Code Assistant with Self-Correction LangGraph

blueprint · 4 agents
20000★ stars

What it does

An AlphaCodium-flavored code assistant: retrieve the relevant docs, generate a solution, run it, and on failure reflect on the error and regenerate, looping until the code executes or the budget is spent.

From the community

langchain-ai/langgraphopen-source example · MIT · indexed by SocketCatview source ↗

Agent flow

1 · Retriever
Pull the docs
retrieval
2 · Coder
Generate the solution
no tools · reasoning
3 · Runner
Execute & check
code execution
↻ Reflector
Learn from the error
no tools · reasoning
get the code
View the source on GitHub ↗

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