“rag”

Repository showcasing advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Streamlit app for RAG pipeline creation with natural language interface

大模型应用开发实战一：RAG技术全栈指南

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Langchain-Chatchat is a local knowledge-based RAG and Agent application for LLMs like ChatGLM, Qwen and Llama.

RAG on Everything with LEANN

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.

Opiniated RAG for integrating GenAI in your apps

In-depth tutorials on LLMs, RAGs, and real-world AI agent applications

Graph-based Retrieval-Augmented Generation (RAG) system

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。

An open-source RAG-based tool for chatting with documents

Turn Documents into Living Knowledge with RAG, Agents and Auto-Wiki

A powerful tool for creating datasets for LLM fine-tuning, RAG, and Eval

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

RAGFlow: A powerful Retrieval-Augmented Generation with enhanced Agent capabilities in Go

High accuracy RAG for answering questions from scientific documents with citations

FastGPT is a knowledge-based platform for developing and deploying complex question-answering systems using LLMs, offering out-of-the-box capabilities like data processing, RAG retrieval, and visual A

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI.

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage.

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents

SoTA production-ready AI retrieval system.

PaddleOCR: A powerful OCR toolkit for transforming PDFs/images into structured data

Context compression layer for AI agents

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications.

Code search for AI coding agents, making your entire codebase available as context.

Deeplake: AI Data Runtime for Agents

Open Source Deep Research Alternative to Reason and Search on Private Data

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Less Code, Lower Barrier, Faster Deployment

Zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles.

Build a production-ready LLM & RAG system using LLMOps best practices

Repository for prompt engineering resources, guides, and tools focused on language models (LLMs).

FlashRAG: A Python Toolkit for Efficient RAG Research

Vectorizer AI's Document Indexing Tool using Reasoning

📚 从零开始构建大模型

AI Chat Platform for LLMs

Pandas-ai: Conversational data analysis using LLMs and RAG

MaxKB is an open-source platform for building enterprise-grade agents.