FastGPT
Develop and deploy advanced AI agents and knowledge-based question-answering systems with integrated data processing, RAG retrieval, and visual workflow orchestration.
소개
FastGPT is a powerful, knowledge-based platform designed to simplify the development and deployment of applications built on Large Language Models (LLMs). It provides a comprehensive, out-of-the-box suite of capabilities, including robust data processing, advanced RAG (Retrieval Augmented Generation) retrieval, and an intuitive visual AI workflow orchestrator (Flow). This enables users to easily create and manage complex question-answering systems and AI agents without the need for extensive setup or intricate configuration, streamlining the entire LLM application development lifecycle.
주요 기능
- Comprehensive Knowledge Base Management with multi-source data ingestion (text, markdown, PDF, DOCX, URL, CSV, etc.) and hybrid retrieval
- Out-of-the-box Data Processing and various LLM model integrations (OpenAI, Claude, DeepSeek, Qwen)
- Extensive OpenAPI for seamless integration and embeddable chat windows for easy sharing and deployment
- 24,655 GitHub stars
- Advanced Application Debugging tools including full context and module intermediate value presentation
- Visual AI Workflow Orchestration (Flow) for complex application scenarios
사용 사례
- Building and deploying AI agents for various tasks
- Creating knowledge-based question-answering systems and chatbots
- Developing custom LLM-powered applications with visual workflow logic
