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storm

AI developer platforms

STORM is an LLM-based knowledge organization system developed by the Stanford OVAL team that can conduct web research on a topic and generate long-form reports with citations. The system consists of two stages, "Research and Outline" and "Writing," and enhances the depth and breadth of questions through multi-perspective questioning and simulated dialogue; its collaborative version, Co-STORM, introduces a human-machine collaborative discussion protocol, multiple LLM agents (experts, moderators), and a dynamic mind map. Users can install it via pip install knowledge-storm, and it supports various language models and embedding models from litellm, as well as multiple retrieval sources such as You.com, Bing, Serper, Brave, DuckDuckGo, and Tavily, and also supports VectorRM based on self-built documents. It is suitable for knowledge exploration and material organization in the early stages of writing, but the official documentation states that its output cannot yet be used directly as a publishable article.

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