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Linked challenge: Multi-Hop Medical Research Agent with LlamaIndex and Mixtral 8x22B

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Linked challenge
Multi-Hop Medical Research Agent with LlamaIndex and Mixtral 8x22B

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Using LlamaIndex, initialize a `SubQuestionQueryEngine` using `Mixtral 8x22B` as the primary LLM. Configure the engine to use a `VectorStoreIndex` for research papers and a `PropertyGraphIndex` for medical entity relationships. Define a custom tool called `medical_search` that the agent can use to perform multi-hop lookups.

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.