Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models https://storm.genie.stanford.edu/ 可寫長篇文章 一個通過檢索和多角度提問綜合主題大綱的撰寫系統。STORM 通過 (1) 發現研究給定主題的多樣觀點，(2) 模擬不同觀點的撰稿人向基於可信網絡來源的主題專家提問的對話，(3) 策劃收集的信息以創建大綱，來模擬撰寫前階段。 paper: https://arxiv.org/abs/2402.14207 code: https://github.com/stanford-oval/storm * langgraph 實作 * https://twitter.com/RLanceMartin/status/1768317235276480769 3/15 * https://twitter.com/LangChainAI/status/1768306532704493786 * https://langchain-ai.github.io/langgraph/tutorials/storm/storm/ * https://github.com/langchain-ai/langgraph/blob/main/docs/docs/tutorials/storm/storm.ipynb * 首次發布 https://twitter.com/EchoShao8899/status/1762156403312234696 2024/2/27 * 使用案例: weaviate 用來寫 blog，並用 [[DSPy]] 優化 * https://weaviate.io/blog/hurricane-generative-feedback-loops * https://twitter.com/lateinteraction/status/1782843607960961133 4/24 * 用 claude 的一個實作 * https://github.com/angelina-yang/Claude_API_Contest/tree/main * Co-STORM * https://x.com/YuchengJiang0/status/1828814109930061965 (2024/8/28) * https://x.com/YuchengJiang0/status/1850925017049280527 (2024/10/28) * paper: Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models * https://x.com/_philschmid/status/1887085743131984029 * https://arxiv.org/abs/2402.14207 --- * Deep Research(2025/2/16) * https://chatgpt.com/c/67b1b4e5-d978-8008-a340-2e9170e7dfb0