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Design LangGraph Workflow for Strategic Research
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Linked challenge: Graph-Based Strategic Market Intelligence with Gemini 2.5 Pro & LangGraph
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Linked challenge
Graph-Based Strategic Market Intelligence with Gemini 2.5 Pro & LangGraph
Prompt source
Original prompt text with formatting preserved for inspection.
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1 sections
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Design a LangGraph workflow that orchestrates multiple agents for strategic market intelligence. Define distinct nodes for tasks like 'Initial Query Parsing', 'Market Data Retrieval (RAG)', 'Competitive Analysis (Gemini Deep Think)', 'Synthesis & Hypothesis Generation', and 'Report Drafting'. Outline the state transitions and data flow between these nodes.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.
Tune next
Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.
Verify after
Check whether the prompt asks for the right evidence, confidence signal, and escalation path.