FastGPT

FastGPT is a free, open-source AI knowledge platform built on LLMs. It offers a suite of out-of-the-box capabilities including data processing, RAG retrieval, and visual workflow orchestration that empower users to build specialized AI assistants with ease.

FastGPT is the open source alternative to:

Notion

Nuclino

Coda

Confluence

About FastGPT

FastGPT delivers a robust knowledge base platform that enables the creation of domain-specific AI assistants by automating text preprocessing, vectorization, and QA segmentation. Its visual drag-and-drop interface streamlines the design of complex workflows, while seamless API integrations with platforms like Discord, Slack, and Telegram allow for easy expansion and customization of LLM applications.

Key Features

Domain-Specific AI Assistant creation using imported documents and Q&A pairs
Automated text preprocessing, vectorization, and QA segmentation
Visual drag-and-drop workflow orchestration
Seamless API integration with popular platforms like Discord, Slack, and Telegram
Comprehensive debugging tools and multi-model compatibility

Representation of core functionalities

Rendering mind map...

mindmap FastGPT Frontend Layer Web Application Chat Interface Workflow Editor Knowledge Base UI Admin Dashboard Technologies Next.js TypeScript ChakraUI Backend Layer API Services Core Processing Auth System Plugin System Workflow Engine File Processing Database Layer MongoDB Main Database Vector Storage PostgreSQL PG Vector Milvus Redis Caching Core Features Knowledge Base Document Processing Vector Storage Search & Retrieval QA Generation Workflow System Visual Flow Editor Node Management Execution Engine Debug System Chat System Real-time Communication Context Management History Tracking Voice IO Integration External APIs Plugin System Plugin Framework Plugin Runtime Plugin Templates Third-party Services Auth Providers Security Authentication Flow Authorization API Security Data Protection Deployment Docker Kubernetes Scaling Load Balancing

This is the mind map that represents the core functionality of the application. It focuses on the key features and functionalities of the application and provides a visual representation of how they are interrelated.

Summary

FastGPT streamlines the development of AI-powered knowledge bases by integrating automated data processing with intuitive visual workflow design. Its open-source framework ensures flexibility and reliability, making it ideal for both individual developers and enterprises looking to deploy sophisticated question-answering systems.

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