Knowledge Retrieval and the RAG Framework

综合介绍 KAG (Knowledge Augmented Generation) 是一个基于OpenSPG引擎和大语言模型(LLMs)的逻辑形式引导的推理和检索框架。该框架专门用于构建专业领域知识库...

综合介绍 Paperless-AI 是一个创新的文档自动化分析工具，专门为 Paperless-ngx 文档管理系统设计。它巧妙地结合了 OpenAI API 和 Ollama 等多种先进的人工智能模...

General Introduction Kotaemon is an open source document Q&A tool designed to provide end-users and developers with Q&A functionality based on Retrieval Augmented Generation (RAG). The project is developed by Cinnamon and supports a variety of LLM API providers (e.g. OpenA...

Comprehensive Introduction RAGFlow is an open source Retrieval Augmented Generation (RAG) engine based on deep document understanding technology. It provides an efficient RAG workflow for organizations of all sizes, incorporating a large-scale language model (LLM) capable of delivering data in complex formats based on real...

Anakin Comprehensive Introduction Anakin.ai is a powerful one-stop AI application platform where users can easily create and use different AI models such as GPT-3.5, GPT-4, Stable Diffusion, etc. for content creation, graph...

综合介绍 Glean 是由 Google 搜索工程师团队创建的一款工作 AI 工具。它与多个工作场所应用程序和套件集成，例如 Microsoft 365、Google Workspace、Salesf...

QAnything Comprehensive Introduction QAnything (Question and Answer based on Anything) is a local knowledge base Q&A system launched by NetEase, which supports all kinds of file formats and databases, and can be installed and used offline....

综合介绍 Cognee是一个专为AI应用和AI代理设计的可靠数据层解决方案。旨在加载和构建LLM(大型语言模型)上下文，通过知识图谱和向量存储创建准确和可解释的AI解决方案。该框架有利于成本节约、可解...

Comprehensive Introduction LinkAI is a one-stop AI intelligent body building platform launched by Shenzhen Minimalist Future Technology Co. The platform aggregates multimodal models such as text, voice, image, etc., provides enhanced capabilities such as knowledge base, plug-ins, workflow, etc., and supports zero-code access to enterprise WeChat, public number, WeChat...

综合介绍 ChatWiki是一款由芝麻小客服官方推出的开源知识库AI问答系统，基于大语言模型（LLM）和检索增强生成（RAG）技术构建。它提供开箱即用的数据处理和模型调用能力，帮助企业快速搭建自己的知...

Comprehensive Introduction GroundX is a full-stack solution designed for building real-data based LLM (Large Language Model) applications, specifically designed to build a full suite of RAG applications. It solves the phantom that traditional vector databases produce when processing complex documents through dynamic chunking and context generation...

综合介绍 Diffbot LLM推理服务器是一个创新的大规模语言模型系统，它基于LLama模型架构进行了特殊优化和改进。该项目最大的特点是将实时知识图谱（Knowledge Graph）与检索增强生成...

General Introduction AI Chatbot Supabase is an open source AI chatbot template built on Next.js and Supabase. Developed by Vercel, the project aims to provide a fully functional and customizable chatbot solution. By ...

综合介绍 SimGRAG（SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented G...

General Introduction RAGLite is a Python toolkit for Retrieval Augmented Generation (RAG) with support for PostgreSQL or SQLite databases. It provides flexible configuration options that allow users to choose different language models and reorderers...

General Introduction Voiceflow is a collaboration platform designed for teams to design, develop and publish chat and voice assistants. Since its inception in 2018, Voiceflow is dedicated to providing developers and designers with a powerful collaborative platform for conversational AI agents. Through this platform...

General Introduction AutoFlow is an open source tool developed by PingCAP to build graph-based knowledge bases with TiDB serverless vector storage. It integrates LlamaIndex and DSPy frameworks to support complex dialog search and knowledge graph...

General Introduction Danswer is an open source enterprise document retrieval AI assistant designed to connect to team documents, applications and people to provide unified search and natural language query answers through an intelligent chat interface and unified search capabilities. Ensuring that user data and chats are fully controlled...

Comprehensive introduction ChatOllama is an open source online chat application project based on a large language model (LLM) , supporting numerous language models and knowledge base management. Users can use the platform for model management ( list display , download , delete ) , chat with the model and other functions . The project utilizes ...