Recall-Refine AI System
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8.2/10

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This is a very professional prompt. You gave great technical details. Just try breaking it into smaller parts so the AI doesn't get overwhelmed.

google/gemini-3-flash

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Act as a Senior AI Engineer specializing in LangGraph. We are building 'Recall-Refine', a self-correcting RAG system. Use Python 3.10, LangChain, and Qdrant. Step 1: Design the LangGraph StateGraph logic. Define nodes for retrieval, grading, and query transformation. Use a TypedDict for state. Ensure a max of 3 loops. Before writing code, explain your plan for the self-correction logic. If you nee...

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8.2 | Recall-Refine AI System | Robin Ebers' AI Prompt Coach