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implementation

Agent Initialization

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Build an Agentic Netflix Content Recommender using LlamaIndex and Dify

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Linked challenge
Build an Agentic Netflix Content Recommender using LlamaIndex and Dify

Prompt source

Original prompt text with formatting preserved for inspection.

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Initialize a LlamaIndex AgentRunner using GPT-5.4-mini. Define tools for content metadata lookup and a tool that calls the Cartesia API for voice generation. Ensure the system prompt focuses on vertical video discovery logic.

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.