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刚刚,ChatGPT的深度研究可以连接GitHub了!网友:这是真·RAG
量子位·2025-05-09 00:16

Core Viewpoint - ChatGPT has introduced a new "Deep Research" feature that connects directly to GitHub, allowing users to generate reports based on their code repositories [1][5]. Group 1: Deep Research Functionality - The new feature enables users to request specific reports about their GitHub codebase, including project purpose, architecture, key modules, technology stack, and actionable code quality improvement suggestions [1]. - Users can connect GitHub to ChatGPT, which will then analyze the code repository in real-time and provide relevant answers based on the user's queries [8][9]. - The feature is currently in testing and is available to Team users globally, with plans to roll it out to Plus and Pro users [5]. Group 2: Interaction with GitHub - Users can input search terms in the "Search repos" box to find relevant repositories, and ChatGPT will generate answers based on the connected GitHub repositories [2][3]. - When users ask questions, ChatGPT automatically generates search keywords to find the most relevant code or files within the connected GitHub repositories [11][12]. - OpenAI has clarified that for enterprise products, user content will not be used to improve models by default, while personal version users may have their content used if they opt in [14]. Group 3: Additional Features - OpenAI has also launched a new feature called Reinforcement Fine-Tuning (RFT), which enhances model performance using chain reasoning and task-specific scoring, particularly beneficial for complex domains [15]. - An example provided is AccordanceAI, which has fine-tuned a model for tax and accounting, achieving top performance [15].