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RAG & Tool Integration for Market Data

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Linked challenge: Crypto Market Entry Strategy

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Linked challenge
Crypto Market Entry Strategy

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Detail how each agent will perform RAG using relevant datasets (e.g., market reports, regulatory documents). Specify the vector database setup and embedding models. Describe how agents will integrate with simulated real-time market data APIs (e.g., for Bitcoin trading volume, price trends) and how this data will feed into the LangGraph workflow.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.