retrieval-augmented-generation
There are 1421 repositories under retrieval-augmented-generation topic.
infiniflow/ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
pathwaycom/llm-app
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
chatchat-space/Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
stanford-oval/storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
deepset-ai/haystack
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
llmware-ai/llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
neuml/txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
FlagOpen/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
The-Pocket/PocketFlow
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
SciPhi-AI/R2R
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
simular-ai/Agent-S
Agent S: an open agentic framework that uses computers like a human
TaskingAI/TaskingAI
The open source platform for AI-native application development.
WangRongsheng/awesome-LLM-resourses
🧑🚀 全世界最好的LLM资料总结（数据处理、模型训练、模型部署、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.
Marker-Inc-Korea/AutoRAG
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
truefoundry/cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
langroid/langroid
Harness LLMs with Multi-Agent Programming
NVIDIA/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
swirlai/swirl-search
AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.
RUC-NLPIR/FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
devflowinc/trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
vearch/vearch
Distributed vector search for AI-native applications
LearnPrompt/LearnPrompt
永久免费开源的 AIGC 课程, 目前已支持Prompt Engineering, ChatGPT, Midjourney, Runway, Stable Diffusion, AI数字人，AI声音&音乐，开源大模型
illuin-tech/colpali
The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.
samchon/nestia
NestJS Helper + AI Chatbot Development
satellitecomponent/Neurite
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.
DEEP-PolyU/Awesome-GraphRAG
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
HKUDS/MiniRAG
"MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"
parthsarthi03/raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
superlinked/superlinked
Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.
jxzhangjhu/Awesome-LLM-RAG
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
KalyanKS-NLP/rag-zero-to-hero-guide
Comprehensive guide to learn RAG from basics to advanced.
superlinear-ai/raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL
EmbeddedLLM/JamAIBase
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.
viddexa/autollm
Ship RAG based LLM web apps in seconds.