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LlamaIndex Agent Setup

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Linked challenge: Enterprise Churn Analyst with LlamaIndex and Claude Opus 4.6.6

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Linked challenge
Enterprise Churn Analyst with LlamaIndex and Claude Opus 4.6.6

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Create a LlamaIndex ReActAgent using the Claude Opus 4.6.6 model. Initialize the agent with a custom ExaToolSpec for web searching and a ZepMemory instance for storing user interactions.

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.