Top AI Project by Categories

A list of Top influential AI open source project listed by different categories. ( Data sourced from GitHub, updated automatically everyday.)
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Project intro
Star count
1

microsoft

79.4K followers
Redmond, WA
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
19.3K
2

mendableai

304 followers
United States of America
firecrawl
🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
18.9K
3

Cinnamon

202 followers
-
kotaemon
An open-source RAG-based tool for chatting with your documents.
17.4K
4

HKUDS

1.1K followers
Hong Kong
LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
8.9K
5

lavague-ai

104 followers
-
LaVague
Large Action Model framework to develop AI Web Agents
5.5K
6

Shubhamsaboo

432 followers
-
awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
4.2K
7

ragapp

48 followers
-
ragapp
The easiest way to use Agentic RAG in any enterprise
3.9K
8

SciPhi-AI

185 followers
-
R2R
Containerized, state of the art Retrieval-Augmented Generation (RAG) system with a RESTful API
3.7K
9

decodingml

244 followers
-
llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
2.9K
10

PeterH0323

216 followers
China
Streamer-Sales
Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁,一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️、Vue 生态搭建前端🍍、FastAPI 搭建后端🗝️、Docker-compose 打包部署🐋
2.6K
11

WangRongsheng

518 followers
Shenzhen, China
awesome-LLM-resourses
🧑‍🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
2.4K
12

SylphAI-Inc

101 followers
United States of America
AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
2.1K
13

Canner

51 followers
Global
WrenAI
🚀 An open-source SQL AI (Text-to-SQL) Agent that empowers data, product teams to chat with their data. 🤘
2.1K
14

timescale

576 followers
-
pgai
A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL
2.0K
15

alexpinel

28 followers
-
Dot
Text-To-Speech, RAG, and LLMs. All local!
1.6K
16

gusye1234

159 followers
-
nano-graphrag
A simple, easy-to-hack GraphRAG implementation
1.6K
17

TEN-framework

55 followers
-
TEN-Agent
TEN Agent is the world’s first real-time multimodal agent integrated with the OpenAI Realtime API, RTC, and features weather checks, web search, vision, and RAG capabilities.
1.6K
18

kingjulio8238

31 followers
San Francisco, California, USA
Memary
The Open Source Memory Layer For Autonomous Agents
1.5K
19

postgresml

218 followers
-
korvus
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
1.3K
20

KruxAI

22 followers
-
ragbuilder
A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data
1.3K
21

hymie122

13 followers
-
RAG-Survey
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
1.3K
22

lmnr-ai

15 followers
-
lmnr
Laminar - open-source all-in-one platform for engineering AI products. Crate data flywheel for you AI app. Traces, Evals, Datasets, Labels. YC S24.
1.1K
23

Storia-AI

39 followers
United States of America
sage
Chat with any codebase in under two minutes | Fully local or via third-party APIs
1.1K
24

LazyAGI

11 followers
-
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
1.0K
25

thinkany-ai

45 followers
-
rag-search
RAG Search API
1.0K
26

parthsarthi03

70 followers
Stanford, CA
raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
968
27

xhluca

348 followers
Canada
bm25s
Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
907
28

myscale

57 followers
-
MyScaleDB
A @ClickHouse fork that supports high-performance vector search and full-text search.
868
29

NirDiamant

967 followers
-
Controllable-RAG-Agent
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
824
30

Azure-Samples

5.7K followers
Redmond, WA
serverless-chat-langchainjs
Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure
749
31

yokingma

198 followers
Nanjing
search_with_ai
🤖 Free Search with AI, 💡 Open-Source Perplexity, 📍 Support Ollama/SearXNG, Support Docker deployment. 让AI大模型和搜索引擎回答你的问题,支持本地大模型(Ollama)、聚合搜索引擎SearXNG,支持Docker一键部署。
603
32

mongodb-developer

662 followers
New York
GenAI-Showcase
GenAI Cookbook
588
33

nomic-ai

2.7K followers
United States of America
contrastors
Train Models Contrastively in Pytorch
546
34

jonfairbanks

30 followers
San Jose, CA
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.
539
35

NLPJCL

30 followers
-
RAG-Retrieval
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
512
36

QmiAI

6 followers
-
Qmedia
An open-source AI content search engine designed specifically for content creators. Supports extraction of text, images, and short videos. Allows full local deployment (web app, RAG server, LLM server). Supports multi-modal RAG content Q&A.
503
37

abgulati

18 followers
Vancouver, BC, Canada
LARS
An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.
498
38

RafalWilinski

391 followers
Poznan
cloudflare-rag
Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare
472
39

OcularEngineering

12 followers
San Francisco
ocular
AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data.
453
40

codefuse-ai

687 followers
-
CodeFuse-muAgent
An Innovative Agent Framework Driven by KG Engine
436
41

EmbeddedLLM

47 followers
Singapore
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.
427
42

dynamiq-ai

32 followers
United States of America
dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications
422
43

OpenBMB

4.3K followers
-
VisRAG
Parsing-free RAG supported by VLMs
399
44

datvodinh

26 followers
Hanoi, Vietnam
rag-chatbot
Chat with multiple PDFs locally
381
45

wangzongming

40 followers
DaLian
esp-ai
The simplest and most cost-effective AI integration solution, enabling any device to achieve intelligent conversation functionality (based on ESP development boards). If you like this project, please give it a Star! | 最简单、最低成本的AI接入方案,让任何物品都能实现智能对话功能(基于ESP开发板)。喜欢本项目的话点个 Star 吧,您的一个 Star 对目前的仓库发展非常重要
347
46

gpt-open

11 followers
-
rag-gpt
RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.
333
47

palico-ai

7 followers
-
palico-ai
Tech Stack for Building, Evaluating, and Deploying your LLM Application
327
48

SamurAIGPT

237 followers
-
Best-AI-Agents
A list of top AI agents
321
49

danny-avila

475 followers
-
rag_api
ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector
303
50

trendy-design

9 followers
Canada
llmchat
Most intuitive unified AI chat interface.
294
51

opea-project

612 followers
United States of America
GenAIExamples
Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
277
52

Cloud-Code-AI

21 followers
United States of America
kaizen
Automate the tedious development tasks with AI
276
53

curiousily

1.8K followers
Bulgaria
AI-Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)
268
54

denser-org

9 followers
United States of America
denser-retriever
An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.
265
55

aiplanethub

215 followers
-
beyondllm
Build, evaluate and observe LLM apps
261
56

bosun-ai

6 followers
Netherlands
swiftide
Fast, streaming indexing and query library for AI (RAG) applications, written in Rust
259
57

upstash

555 followers
California
semantic-cache
A fuzzy key value store based on semantic similarity rather lexical equality.
256
58

lazyFrogLOL

19 followers
-
llmdocparser
A package for parsing PDFs and analyzing their content using LLMs.
237
59

telekom

207 followers
-
create-tsi
Create-tsi is a generative AI RAG toolkit which generates AI Applications with low code.
231
60

Mindinventory

111 followers
India
MindSQL
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.
230
61

zgimszhd61

75 followers
-
prompt-collection-quickstart
《prompt-collection-quickstart》是一份简洁高效的指南,帮助用户快速上手创建和管理提示工程库。通过清晰的步骤解析,从基本概念到高级技巧,该指南适合新手和经验丰富的开发者,提供丰富的示例与实用建议,让用户轻松掌握提示生成与优化的方法,为应用开发增添智能对话能力。
229
62

neo4j

748 followers
-
neo4j-graphrag-python
Neo4j GraphRAG for Python
226
63

pingcap

1.4K followers
-
autoflow
pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai
215
64

dusty-nv

4.1K followers
-
NanoLLM
Optimized local inference for LLMs with HuggingFace-like APIs for quantization, vision/language models, multimodal agents, speech, vector DB, and RAG.
197
65

Menghuan1918

37 followers
-
pdfdeal
A python wrapper for the Doc2X API and comes with native texts processing (to improve PDF recall in RAG). | Doc2X API的python封装,同时附带本地的文本处理(提升PDF在RAG中的召回率)。
197
66

trustgraph-ai

10 followers
-
trustgraph
Connect Data Silos with Explainable AI⚡🚀
175
67

premAI-io

152 followers
-
premsql
End-to-End Local-First Text-to-SQL Pipelines
166
68

zhimaAi

4 followers
-
chatwiki
开箱即用的基于企业私有知识库的LLM大语言模型的智能客服机器人问答系统,支持私有化部署,代码免费开源且可商用,由芝麻小客服官方推出。
158
69

tomasonjo

779 followers
-
diffbot-kg-chatbot
Knowledge graph construction and RAG demo using Diffbot and Neo4j
157
70

PeterGriffinJin

97 followers
Urbana Champaign
Graph-CoT
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
153
71

shadowfax92

54 followers
-
Fyin
Open source alternative to Perplexity AI with ability to run locally
150
72

Jenqyang

12 followers
Hangzhou, China
LLM-Powered-RAG-System
A collection of RAG systems powered by LLM.
138
73

ammirsm

49 followers
Calgary
llamaindex-omakase-rag
This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing data and user access. It uses Django, Llamaindex, and Google Drive for effective database management.
137
74

gomate-community

18 followers
-
rageval
Evaluation tools for Retrieval-augmented Generation (RAG) methods.
136
75

bakrianoo

296 followers
Sinai, Egypt
mini-rag
An Educational Project (step by step) to teach how to build a production-ready app for RAG application.
127
76

noworneverev

42 followers
Aachen, Germany
graphrag-visualizer
A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.
123
77

aws-samples

12.8K followers
-
generative-bi-using-rag
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
122
78

naver

1.9K followers
Republic of Korea
bergen
Benchmarking library for RAG
122
79

Mintplex-Labs

648 followers
United States of America
anythingllm-docs
Documentation of AnythingLLM by Mintplex Labs Inc.
121
80

coree

9 followers
Zurich, Switzerland
awesome-rag
A curated list of retrieval-augmented generation (RAG) in large language models
121
81

marly-ai

2 followers
-
marly
Context-aware structured outputs. Search your documents or the web for specific data and get it back in JSON or Markdown.
119
82

ai-joe-git

6 followers
-
Belullama
Belullama is a comprehensive AI application that bundles Ollama, Open WebUI, and Automatic1111 (Stable Diffusion WebUI) into a single, easy-to-use package.
118
83

ktutak1337

11 followers
Katowice, Poland
Stellar-Chat
A versatile multi-modal chat application that enables users to develop custom agents, create images, leverage visual recognition, and engage in voice interactions. It integrates seamlessly with local LLMs and commercial models like OpenAI, Gemini, Perplexity, and Claude, and allows to converse with uploaded documents and websites.
111
84

TejasQ

1.5K followers
Berlin, DE
danGPT
An AI of Dan Abramov using RAG and GenAI.
93
85

sleeepeer

5 followers
State College, United States
PoisonedRAG
[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
93
86

bennyschmidt

37 followers
San Francisco
ragdoll
The library for character-driven AI experiences.
88
87

ScrapeGraphAI

124 followers
-
Scrapegraph-demo
Streamlit demo of Scrapegraph-ai for GPT4-hackaton
87
88

GURPREETKAURJETHRA

149 followers
-
RAG-using-Llama3-Langchain-and-ChromaDB
RAG using Llama3, Langchain and ChromaDB
85
89

Onelevenvy

3 followers
-
flock
Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams.(Flock 是一个基于workflow工作流的低代码平台,用于快速构建聊天机器人、RAG、Agent和Muti-Agent应用。)
85
90

sydverma123

13 followers
Bangalore, India
awesome-ai-repositories
A curated list of open source repositories for AI Engineers
84
91

dynamiclu

11 followers
-
Langchain-ChatBI
一种利用Langchain框架和本地向量库实现的对话式BI,它的目标是帮助用户寻找、理解数据知识,并能够分析数据、洞察结果,通过自然语言对话,降低数据分析的门槛。
82
92

qifan777

35 followers
-
dive-into-spring-ai
《动手学SpringAI》包含SSE流/Agent智能体/知识图谱RAG/FunctionCall/历史消息/图片生成/图片理解/Embedding/VectorDatabase/RAG
82
93

Denis2054

399 followers
France
RAG-Driven-Generative-AI
This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.
78
94

hzeyuan

65 followers
shenzhen
bookmarksAI
GPT automatically organizes your browser bookmarks
77
95

mdipietro09

290 followers
-
GenerativeAI
GenAI & LLM usecases and applications
75
96

LexiestLeszek

11 followers
-
scrapeGPT
ScrapeGPT is a RAG-based Telegram bot designed to scrape and analyze websites, then answer questions based on the scraped content. The bot utilizes Retrieval Augmented Generation and webscraping to return natural language answers to the user's queries.
71
97

qianniucity

26 followers
fushan
llm_notebooks
AI 应用示例合集
71
98

TIGER-AI-Lab

164 followers
Canada
VLM2Vec
This repo contains the code and data for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks"
70
99

constacts

9 followers
Korea, South
ragtacts
RAG(Retrieval-Augmented Generation) for Evolving Data
69
100

jonaskahn

22 followers
Earth 616
asktube
AskTube - An AI-powered YouTube video summarizer and QA assistant powered by Retrieval Augmented Generation (RAG) 🤖. Run it entirely on your local machine with Ollama, or cloud-based models like Claude, OpenAI, Gemini, Mistral, and more.
69