rag

There are 361 repositories under rag topic.

dify
langgenius / dify
Production-ready platform for agentic workflow development.
ai gpt llm openai python rag orchestration gpt-4 agent nextjs workflow genai gemini automation low-code mcp no-code agentic-ai agentic-framework agentic-workflow
Language:TypeScript 114025
open-webui
open-webui / open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
ollama ollama-webui llm webui self-hosted llm-ui llm-webui llms rag ai open-webui ui openai mcp openapi
Language:JavaScript 109926
awesome-llm-apps
Shubhamsaboo / awesome-llm-apps
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
llms rag python
Language:Python 68558
lobe-chat
lobehub / lobe-chat
🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application.
chatgpt nextjs openai ai chat function-calling gpt claude gemini ollama knowledge-base rag artifacts deepseek deepseek-r1 agent mcp
Language:TypeScript 65569
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
document-understanding llm rag deep-learning document-parser retrieval-augmented-generation agent graphrag ai-search deepseek deepseek-r1 ollama ai agentic-ai mcp openai agentic deep-research agentic-workflow multi-agent
Language:TypeScript 64283
anything-llm
Mintplex-Labs / anything-llm
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.
rag lmstudio localai vector-database ollama local-llm llama3 llm ai-agents multimodal custom-ai-agents deepseek mcp mcp-servers no-code qwen3 web-scraping kimi moonshot
Language:JavaScript 49049
run-llama / llama_index
LlamaIndex is the leading framework for building LLM-powered agents over your data.
agents application data fine-tuning framework llamaindex llm rag vector-database multi-agents
Language:Python 44256
Flowise
FlowiseAI / Flowise
Build AI Agents, Visually
artificial-intelligence chatgpt large-language-models low-code no-code javascript react typescript langchain openai rag chatbot workflow-automation agentic-ai agentic-workflow agents multiagent-systems
Language:TypeScript 43639
llm-app
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.
chatbot hugging-face llm llm-local llm-prompting llm-security llmops pathway real-time vector-index open-ai vector-database retrieval-augmented-generation machine-learning rag
Language:Jupyter Notebook 40318
mem0ai / mem0
Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
ai chatgpt llm python chatbots rag application long-term-memory memory memory-management state-management ai-agents agents genai
Language:Python 39860
zhayujie / chatgpt-on-wechat
基于大模型搭建的聊天机器人，同时支持微信公众号、企业微信应用、飞书、钉钉等接入，可选择ChatGPT/Claude/DeepSeek/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
chatgpt wechat openai python3 feishu-bot linkai ai gpt-4 llm qwen rag wechat-bot gemini dingtalk kimi ai-agent claude-4 deepseek multi-agent mcp
Language:Python 39046
quivr
QuivrHQ / quivr
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
ai llm api chatbot chatgpt database docker frontend openai postgresql privacy security typescript html javascript react rag vector groq framework
Language:Python 38431
milvus
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed golang llm cloud-native diskann rag
Language:Go 37358
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
chatglm langchain llm knowledge-base llama chatbot chatgpt embedding faiss fastchat gpt milvus streamlit chatchat langchain-chatglm qwen rag retrieval-augmented-generation xinference ollama
Language:TypeScript 36087
mindsdb / mindsdb
AI Analytics Engine that can answer questions over large scale data. - The only MCP Server you'll ever need
ai agi artificial-inteligence databases llms rag agents mcp analytics business-intelligence
Language:Python 35696
mendableai / firecrawl
🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
ai ai-scraping crawler data html-to-markdown llm markdown rag scraper scraping web-crawler webscraping
Language:TypeScript 34985
khoj
khoj-ai / khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
semantic-search emacs obsidian-md chat chatgpt ai llm productivity agent self-hosted rag whatsapp-ai offline-llm llamacpp obsidian llama3 image-generation stt assistant research
Language:Python 30970
microsoft / graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
graphrag rag llm llms gpt gpt-4 gpt4
Language:Python 28101
labring / FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
nextjs openai llm rag claude deepseek qwen workflow agent mcp
Language:TypeScript 25803
Cinnamon / kotaemon
An open-source RAG-based tool for chatting with your documents.
chatbot llms open-source rag
Language:Python 24186
haystack
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.
nlp question-answering pytorch semantic-search information-retrieval summarization transformers machine-learning ai python large-language-models generative-ai llm rag retrieval-augmented-generation agents agent gemini gpt-4 orchestration
Language:Python 22502
NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
rag tutorials langchain llama-index llms opeani python ai llm
Language:Jupyter Notebook 21536
HKUDS / LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
knowledge-graph large-language-models retrieval-augmented-generation genai graphrag llm rag gpt gpt-4
Language:Python 20861
vanna
vanna-ai / vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
agent ai data-visualization database llm sql text-to-sql rag
Language:Python 20365
1Panel-dev / MaxKB
🔥 MaxKB is an open-source platform for building enterprise-grade agents. MaxKB 是强大易用的开源企业级智能体平台。
llm ollama maxkb knowledgebase chatbot langchain pgvector rag deepseek-r1 llama3 mcp-server qwen3 agent agentic-ai
Language:Python 18367
patchy631 / ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
agents ai llms machine-learning mcp rag
Language:Jupyter Notebook 18046
eosphoros-ai / DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
database gpt-4 vicuna private security llm agents bgi gpt rag hacktoberfest deepseek
Language:Python 17329
arc53 / DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
ai python natural-language-processing react chatgpt docsgpt information-retrieval language-model llm machine-learning pytorch rag semantic-search transformers hacktoberfest agent-builder agents search
Language:TypeScript 17075
eliza
elizaOS / eliza
Autonomous agents for everyone
agent agentic ai autonomous chatbot crypto discord eliza elizaos framework plugins rag slack swarm telegram
Language:TypeScript 16862
onyx
onyx-dot-app / onyx
Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
enterprise-search rag ai-chat chatgpt gen-ai nextjs python information-retrieval ai llm llm-ui
Language:Python 13486
WrenAI
Canner / WrenAI
⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered insights in seconds.
bigquery duckdb llm openai postgresql rag text-to-sql sql agent text2sql sqlai charts genbi spreadsheets business-intelligence anthropic bedrock vertex text-to-chart
Language:TypeScript 11896
txtai
neuml / txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
python search machine-learning nlp semantic-search vector-search txtai llm vector-database language-model transformers sentence-embeddings large-language-models information-retrieval search-engine embeddings retrieval-augmented-generation rag ai artificial-intelligence
Language:Python 11570
datawhalechina / llm-universe
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
langchain rag
Language:Jupyter Notebook 10024
dataelement / bisheng
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.
agent ai chatbot rag workflow enterprise genai gpt langchian llama llm llmdevops llmops ocr openai orchestration python react finetune sft
Language:TypeScript 9631
reorproject / reor
Private & local AI personal knowledge management app for high entropy people.
ai lancedb llama llamacpp local-first markdown note-taking ollama pkm rag second-brain vector-database
Language:JavaScript 8249
Upsonic
Upsonic / Upsonic
The most reliable AI agent framework that supports MCP.
openai computer-use claude mcp agent-framework agent llms reliability model-context-protocol rag
Language:Python 7660

rag

langgenius / dify

open-webui / open-webui

Shubhamsaboo / awesome-llm-apps

lobehub / lobe-chat

infiniflow / ragflow

Mintplex-Labs / anything-llm

run-llama / llama_index

FlowiseAI / Flowise

pathwaycom / llm-app

mem0ai / mem0

zhayujie / chatgpt-on-wechat

QuivrHQ / quivr

milvus-io / milvus

chatchat-space / Langchain-Chatchat

mindsdb / mindsdb

mendableai / firecrawl

khoj-ai / khoj

microsoft / graphrag

labring / FastGPT

Cinnamon / kotaemon

deepset-ai / haystack

NirDiamant / RAG_Techniques

HKUDS / LightRAG

vanna-ai / vanna

1Panel-dev / MaxKB

patchy631 / ai-engineering-hub

eosphoros-ai / DB-GPT

arc53 / DocsGPT

elizaOS / eliza

onyx-dot-app / onyx

Canner / WrenAI

neuml / txtai

datawhalechina / llm-universe

dataelement / bisheng

reorproject / reor

Upsonic / Upsonic