Shypd.aiThe largest open index of AI toolsSearch-R1 is an AI Frameworks & Infra tool that trains LLMs to reason and call search engines. It provides an efficient, scalable reinforcement learning framework for interleaved LLM reasoning and search.
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Search-R1 is an open-source reinforcement learning framework designed for training large language models (LLMs) to effectively reason and make tool calls, specifically to search engines, in a coordinated manner. Built upon the veRL framework, it extends the concepts of DeepSeek-R1(-Zero) by integrating interleaved search engine access and offering a comprehensive RL training pipeline. This framework serves as an alternative to OpenAI DeepResearch, fostering research and development in tool-augmented LLM reasoning. It supports various RL methods like PPO, GRPO, and reinforce, accommodates different LLMs such as Llama3 and Qwen2.5, and integrates with diverse search engines including local sparse/dense retrievers and online search engines like Google and Bing.
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