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Agent Team Design & LlamaIndex RAG Strategy

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Linked challenge: Multi-Agent Content Rights Auditor

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Linked challenge
Multi-Agent Content Rights Auditor

Prompt source

Original prompt text with formatting preserved for inspection.

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Design a Langroid-based agent team for content rights auditing. Define at least three agent roles (e.g., Legal Analyst, Content Provenance Investigator, Compliance Officer) with their responsibilities and communication flows. Outline your LlamaIndex RAG strategy for querying a simulated legal database (laws, precedents) and a content database (internal articles, reports). How will you use advanced RAG techniques?

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.