关于
DocsGPT is an open-source generative AI tool engineered to deliver reliable, accurate answers from a multitude of knowledge sources, specifically designed to mitigate AI hallucinations. It offers robust capabilities for private and secure information retrieval, featuring advanced tooling and agentic systems. Users can ingest data from a wide range of formats (PDF, DOCX, HTML, etc.) and web sources (URLs, sitemaps, GitHub), deploy with major LLMs or local models, and leverage pre-built integrations for seamless chatbot and application development.
主要功能
- 15,697 GitHub stars
- Reliable Answers: Provides accurate, hallucination-free responses with source citations viewable in a clean UI.
- Actionable Tooling & Pre-built Integrations: Connects to APIs and services, offering HTML/React chat widgets, search tools, Discord/Telegram bots.
- Web & Data Integration: Ingests from URLs, sitemaps, Reddit, GitHub, and web crawlers.
- Wide Format Support: Reads PDF, DOCX, CSV, XLSX, EPUB, MD, RST, HTML, MDX, JSON, PPTX, and images.
- Flexible Deployment: Works with major LLMs (OpenAI, Google, Anthropic) and local models (Ollama, llama_cpp), with Kubernetes support.
使用案例
- Enabling private and secure information retrieval for internal company data, avoiding public cloud exposure.
- Integrating RAG (Retrieval-Augmented Generation) capabilities into existing web applications or communication platforms.
- Building custom AI assistants and chatbots that provide reliable answers from specific documentation or knowledge bases.
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