Repository History
17 repositories tagged with rag
kotaemon: An Open-Source RAG Tool for Document Chat
kotaemon is an open-source, RAG-based tool designed to facilitate interactive conversations with your documents. It provides a clean and customizable UI, catering to both end-users seeking document Q&A and developers building RAG pipelines.
RAG Web UI: An Intelligent Dialogue System with Retrieval-Augmented Generation
RAG Web UI is an intelligent dialogue system leveraging Retrieval-Augmented Generation (RAG) technology to build robust Q&A systems. It enables users to create knowledge bases from various document formats and supports multiple LLM deployment options, including cloud services and local models like Ollama. The system also offers OpenAPI interfaces for seamless integration.
MaxKB: Open-Source Platform for Enterprise-Grade AI Agents
MaxKB is a powerful, open-source platform designed for building enterprise-grade AI agents. It features integrated Retrieval-Augmented Generation (RAG) pipelines, robust workflow orchestration, and advanced MCP tool-use capabilities. This platform is ideal for intelligent customer service, corporate knowledge bases, and academic applications.
Memvid: Revolutionizing AI Memory with Video Compression and Semantic Search
Memvid is an innovative Python library that transforms vast amounts of text data into compact, searchable MP4 video files. It leverages advanced video codecs to store millions of text chunks as QR codes, enabling lightning-fast semantic search without the need for traditional databases. This approach offers significant storage savings, true portability, and an offline-first design for AI memory applications.
SurfSense: Open Source AI Research Agent with Extensive Integrations
SurfSense is an open-source AI research agent designed as an alternative to tools like NotebookLM and Perplexity. It integrates with a wide array of external sources, including search engines, Slack, Notion, and GitHub, allowing users to connect their personal knowledge base. This highly customizable tool offers features like powerful search, chat with saved content, cited answers, and local LLM support for enhanced privacy.