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Agent System Architecture

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Linked challenge: Clinical Continuity Agent: Syphilis Treatment Protocol & Drug Shortage Orchestrator

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Linked challenge
Clinical Continuity Agent: Syphilis Treatment Protocol & Drug Shortage Orchestrator

Prompt source

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Using LlamaIndex, initialize a `ReActAgent` that uses a `QueryEngineTool` for CDC PDFs and a `FunctionTool` for the pharmacy inventory. Start by writing the `get_inventory_status(drug_name: str)` function and using Aider to create a robust FHIR parser for patient records.

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.