AI Chatbot Platform
3.0k 2026-05-07
rag-web-ui/rag-web-ui
An intelligent dialogue system leveraging RAG technology to build custom Q&A systems from diverse knowledge bases.
Core Features
Intelligent document management supporting various formats, automatic chunking, and vectorization.
Advanced RAG dialogue engine with multi-turn context and reference citations.
Flexible integration with multiple LLMs, including cloud services and local deployment via Ollama.
Robust architecture featuring frontend-backend separation and pluggable vector databases like ChromaDB and Qdrant.
Provides OpenAPI interfaces for convenient programmatic access to knowledge bases.
Detailed Introduction
RAG Web UI is an open-source platform designed to empower users in creating intelligent Q&A systems based on their proprietary knowledge. By integrating Retrieval-Augmented Generation (RAG) with large language models, it ensures accurate and reliable information retrieval. The system offers versatile LLM deployment options, from cloud services like OpenAI to local solutions via Ollama, catering to various privacy and cost needs. Its robust architecture, intelligent document processing, and advanced dialogue capabilities make it an ideal solution for building custom, knowledge-driven AI assistants.