retrieval-augmented-generation
There are 561 repositories under retrieval-augmented-generation topic.
chatchat-space/Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
deepset-ai/haystack
:mag: LLM 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.
infiniflow/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
FlagOpen/FlagEmbedding
Retrieval and Retrieval-augmented LLMs
TaskingAI/TaskingAI
The open source platform for AI-native application development.
stanford-oval/storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
llmware-ai/llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
pathwaycom/llm-app
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
truefoundry/cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
vearch/vearch
Distributed vector search for AI-native applications
langroid/langroid
Harness LLMs with Multi-Agent Programming
NVIDIA/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
SciPhi-AI/R2R
Build and deploy a fully-featured, observable, user-facing RAG backend in minutes.
devflowinc/trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
kingjulio8238/memary
Longterm Memory for Autonomous Agents.
safevideo/autollm
Ship RAG based LLM web apps in seconds.
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
satellitecomponent/Neurite
Fractal Graph-of-Thought. Experimental Mind-Map for Ai-Agents, Web-Links, Notes, and Code.
pchunduri6/rag-demystified
An LLM-powered advanced RAG pipeline built from scratch
RUC-NLPIR/FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research
jxzhangjhu/Awesome-LLM-RAG
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
parthsarthi03/raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Azure-Samples/serverless-chat-langchainjs
Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure
redis-developer/ArXivChatGuru
Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.
louisfb01/start-llms
A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
eugeneyan/obsidian-copilot
🤖 A prototype assistant for writing and thinking
philschmid/clipper.js
HTML to Markdown converter and crawler.
BaranziniLab/KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
EvilPsyCHo/Play-with-LLMs
Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。
charent/Phi2-mini-Chinese
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
jonfairbanks/local-rag
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
snexus/llm-search
Querying local documents, powered by LLM
SciPhi-AI/agent-search
AgentSearch is a framework for powering search agents and enabling customizable local search.
Clarifai/clarifai-python
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!