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Fine-tune a search agent with multi-turn RL on Amazon SageMaker AI

Fine-tuning a search agent with multi-turn RL on Amazon SageMaker AI boosts retrieval quality. The post details how an LLM‑powered search agent is fine‑tuned using multi‑turn reinforcement learning on SageMaker. The authors report measurable gains in retrieval accuracy and system reliability, demonstrating the benefits of RL fine‑tuning for search applications.

AWS ML Blog·Oct 2, 2026

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