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Three core agent workflows
Agentic RAG
adaptive
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LLM judges retrieval
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Self-RAG, routing
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Tavily web search
ReAct + Reflection
classic
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Reason plus tools
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Reflexion loops
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Self-critique
Setup in five steps
1
Clone repo
↓
2
Checkout branch
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3
Poetry install
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4
Set API keys
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5
Run main.py
Built for production readiness
A practical next step after LangChain
AI NEWS BLITZ
A hands-on LangGraph agent repository is drawing attention from AI engineers.