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RAG and Tool Integration for India Market Data

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Linked challenge: India AI Market Entry and Adoption Strategy Agent

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Linked challenge
India AI Market Entry and Adoption Strategy Agent

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Original prompt text with formatting preserved for inspection.

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Outline the RAG pipeline you will build to furnish your agents with relevant data about the Indian market (demographics, economic indicators, cultural norms, existing tech adoption). Additionally, describe any external tools (e.g., sentiment analysis API, competitor data API) your agents will use and how they integrate into AutoGen.

Adaptation plan

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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.