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rag-web-ui/rag-web-ui

An intelligent dialogue system leveraging RAG technology to build Q&A services based on your custom knowledge base.

Core Features

Intelligent document management supporting multiple formats, async processing, and vectorization.

Advanced RAG-based dialogue engine with multi-turn context and reference citations.

Flexible LLM integration supporting cloud services (OpenAI, DeepSeek) and local deployment (Ollama).

Robust, modular architecture with frontend-backend separation and pluggable vector databases (ChromaDB, Qdrant).

OpenAPI interfaces for convenient programmatic access to knowledge base functionalities.

Detailed Introduction

RAG Web UI is an open-source platform designed to empower users to create intelligent Q&A systems from their proprietary knowledge bases. By integrating Retrieval-Augmented Generation (RAG) with large language models, it ensures accurate and reliable information retrieval and generation. The system offers versatile LLM deployment options, from cloud-based services to local models via Ollama, catering to diverse privacy and cost requirements. Its robust architecture, featuring intelligent document management, advanced dialogue capabilities, and OpenAPI support, makes it a comprehensive solution for knowledge-based AI applications.