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.)
RankingsOrganization Account
Related Project
Project intro
Star count
1

HKUDS

1.4K followers
Hong Kong
LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
12.4K
2

zilliztech

660 followers
United States of America
deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
5.9K
3

PySpur-Dev

30 followers
-
pyspur
AI Agent Builder in Python
3.1K
4

johnbean393

85 followers
-
Sidekick
A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other software. Powered by llama.cpp.
2.8K
5

gusye1234

225 followers
-
nano-graphrag
A simple, easy-to-hack GraphRAG implementation
2.5K
6

lmnr-ai

48 followers
-
lmnr
Laminar - open-source all-in-one platform for engineering AI products. Create data flywheel for your AI app. Traces, Evals, Datasets, Labels. YC S24.
2.0K
7

Storia-AI

44 followers
United States of America
sage
Chat with any codebase in under two minutes | Fully local or via third-party APIs
1.2K
8

dynamiq-ai

46 followers
United States of America
dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications
715
9

wrtnlabs

82 followers
Korea, South
agentica
TypeScript AI Framework specialized AI Function Calling enhanced by compiler skills.
636
10

OpenBMB

4.8K followers
-
VisRAG
Parsing-free RAG supported by VLMs
611
11

The-Pocket

9 followers
-
PocketFlow
Minimalist LLM Framework in 100 Lines. Enable LLMs to Program Themselves.
586
12

RafalWilinski

414 followers
Poznan
cloudflare-rag
Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare
516
13

apconw

9 followers
-
sanic-web
一个轻量级、支持全链路且易于二次开发的大模型应用项目(Large Model Data Assistant) 支持DeepSeek/Qwen2.5等大模型 基于 Dify 、Ollama&Vllm、Sanic 和 Text2SQL 📊 等技术构建的一站式大模型应用开发项目,采用 Vue3、TypeScript 和 Vite 5 打造现代UI。它支持通过 ECharts 📈 实现基于大模型的数据图形化问答,具备处理 CSV 文件 📂 表格问答的能力。同时,能方便对接第三方开源 RAG 系统 检索系统 🌐等,以支持广泛的通用知识问答。
468
14

TilmanGriesel

47 followers
Kempten (Allgäu), Germany
chipper
✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
437
15

Azure-Samples

6.8K followers
Redmond, WA
aisearch-openai-rag-audio
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
377
16

noworneverev

56 followers
Aachen, Germany
graphrag-visualizer
A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.
281
17

premAI-io

171 followers
-
premsql
End-to-End Local-First Text-to-SQL Pipelines
281
18

lazyFrogLOL

18 followers
-
llmdocparser
A package for parsing PDFs and analyzing their content using LLMs.
256
19

airweave-ai

10 followers
-
airweave
Turn any app into agent knowledge
226
20

Onelevenvy

7 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。)
204
21

AIDotNet

229 followers
China
GraphRag.Net
参考GraphRag使用 Semantic Kernel 来实现的dotnet版本,可以使用NuGet开箱即用集成到项目中
203
22

TIGER-AI-Lab

215 followers
Canada
VLM2Vec
This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]
152
23

lechmazur

52 followers
-
confabulations
Hallucinations (Confabulations) Document-Based Benchmark for RAG. Includes human-verified questions and answers.
142
24

wzdavid

9 followers
-
ThinkRAG
A LLM RAG system runs on your laptop. 大模型检索增强生成系统,可以轻松部署在笔记本电脑上,实现本地知识库智能问答。
140
25

masterFoad

2 followers
-
NanoSage
Local LLM Powered Recursive Search & Smart Knowledge Explorer
96
26

hzeyuan

64 followers
shenzhen
bookmarksAI
GPT automatically organizes your browser bookmarks
87
27

jonaskahn

26 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.
78
28

Graph-COM

54 followers
-
SubgraphRAG
[ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
51
29

RManLuo

344 followers
Melbourne
gfm-rag
Graph Foundation Model for Retrieval Augmented Generation
46
30

harsh-vardhhan

55 followers
-
ai-agent-flight-scanner
AI agent to search Google Flights data
44
31

aws-samples

14.7K followers
-
deploy-langfuse-on-ecs-with-fargate
Self-hosting Langfuse on Amazon ECS with Fargate using CDK Python
34
32

ParthSareen

126 followers
-
simple-rag
Too many docs? Quickly search over any PDF or Markdown documents
30
33

guyernest

36 followers
-
advanced-rag
Jupyter Notebooks for Mastering LLM with Advanced RAG Course
28
34

libraiger

2.2K followers
-
ragChatbot
This project is a dynamic AI Agent chatbot that can be trained from various sources, such as PDFs, documents, websites, and YouTube videos.
27
35

mytechnotalent

1.2K followers
Washington, D.C.
pa
A Personal Assistant leveraging Retrieval-Augmented Generation (RAG) and the LLaMA-3.1-8B-Instant Large Language Model (LLM). This tool is designed to revolutionize PDF document analysis tasks by combining machine learning with retrieval-based systems.
27
36

deepsense-ai

27 followers
-
ragbits
Building blocks for rapid development of GenAI applications
25
37

kaymen99

121 followers
Algeria
AI-Sales-agent
Sales AI agent that talks with your customers, recommend products, book consultations, and process Stripe payments
23
38

chg0901

58 followers
-
Public_QiDiHui
QiDiHui: RAG, appbuilder, ErnieBot, multi-model, 十万个为什么
21
39

pixlie

5 followers
Kolkata, WB, IN
PixlieAI
graph + ai in your products; reduce costs and get correct answers from your data
18
40

liunian-Jay

4 followers
-
Awesome-RAG
An up-to-date curated list of Retrieval-Augmented Generation (RAG) for Large Language Models (LLMs).
17
41

needle-ai

3 followers
-
needle-python
Needle simplifies building RAG pipelines.
17
42

john-carroll-sw

8 followers
-
coffee-chat-voice-assistant
Coffee Chat Voice Assistant is a voice-driven ordering system powered by Azure OpenAI GPT-4o Realtime API, simulating the experience of ordering coffee with a café barista. It supports natural conversations, live order updates, and real-time transcription, showcasing the power of AI for seamless customer interactions.
17
43

NVIDIA-AI-Blueprints

262 followers
United States of America
video-search-and-summarization
Blueprint for Ingesting massive volumes of live or archived videos and extract insights for summarization and interactive Q&A
17
44

nuclia

68 followers
-
nuclia-eval
Library for evaluating RAG using Nuclia's models
16
45

imClumsyPanda

321 followers
Shanghai, China
Chatchat-Lite
从零开始基于 LangGraph 和 Streamlit 实现基于本地模型的 RAG、Agent 应用
13
46

minrag

1 followers
-
minRAG
minRAG is a RAG system that starts from scratch, pursuing the ultimate simplicity and power. It consists of no more than 10,000 lines of code, requires no installation, and can be launched with a double-click
13
47

sachink1729

14 followers
-
DSPy-Multi-Hop-Chain-of-Thought-RAG
Discover advanced AI techniques in my repository combining Multi-Hop Chain of Thought (CoT) and Retrieval-Augmented Generation (RAG) using DSPy and Indexify. Enhance complex problem-solving with multi-step reasoning and external knowledge integration. Perfect for AI enthusiasts and researchers.
12
48

awtestergit

2 followers
Bay Area, CA
SpeakingAI
SpeakingAI is a demo of privately deployable 'GPT-4o like AI + RAG', a fully functional web AI server with audio query/answer in streaming, using LLM and RAG for backend knowledge.
12
49

phitrann

14 followers
Ho Chi Minh City
arXivRAG
A comprehensive tool designed to enhance the retrieval and generation of academic content from the arXiv database, leveraging advanced Retrieval-Augmented Generation (RAG) techniques.
11
50

lecca-digital

3 followers
United States of America
lecca-io
Lecca.io | AI Agents & Automations
11
51

webup

66 followers
Shanghai
notebooks
GenAI Playground
10
52

Dphenomenal101

11 followers
-
rag-chatbot
An open-source template for building a RAG chatbot for your company 🤖
10
53

AureliusIvan

48 followers
Indonesia
remembear
An app for people with short-term-memory 🧠
9
54

kanad13

7 followers
Berlin
RAGify
Chat with your documents using Generative AI & Retrieval-Augmented Generation (RAG)
8
55

ekjaisal

6 followers
Mumbai, Maharashtra, India
WovenSnips
WovenSnips: A Lightweight, Free, and Open-source Implementation of Retrieval-Augmented Generation (RAG) using Straico API
7
56

DataFog

6 followers
United States of America
vlm-api
REST API for computing cross-modal similarity between images and text using the ColPaLI vision-language model
7
57

gtfintechlab

44 followers
United States of America
ACLReady
ACLReady, a retrieval-augmented language model application that can be used to empower authors to reflect on their work and assist authors with the ACL checklist.
6
58

ittia-research

0 followers
-
check
Automated fact-check
6
59

GURPREETKAURJETHRA

193 followers
Ahmedabad, Gujarat
Agentic-RAG-using-Crew-AI
Agentic RAG using Crew AI
6
60

justinzm

55 followers
WuHan.HuBei.China
RAGLink
一个开源的RAG框架,旨在为用户提供了一个强大、灵活且简单的开发环境。
5
61

RubensZimbres

1.8K followers
Brazil
Graph_RAG
A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j, to be deployed in a container (Cloud Run or ECS).
5
62

pikocloud

1 followers
-
pikobrain
Function-calling API for LLM from multiple providers
5
63

jonathanscholtes

10 followers
Omaha, NE
Azure-AI-Search-Vector-Store-LangChain-RAG-Pattern-with-Jira
This project combines Azure AI Search, Azure OpenAI Service, LangChain, React.JS, and Python FastAPI to create an intelligent system for managing Jira issues. It features advanced AI search for seamless document retrieval, a user-friendly React.JS front-end, and a robust Python FastAPI back-end.
5
64

XRFate

1 followers
-
AgentBlueprint
An Data-Orientated Structure Framework for Next Generation AI Application Development
5
65

AnasAber

20 followers
Morocco
RAG_in_CPU
This repo is for advanced RAG systems, each branch will represent a project based on RAG.
5
66

NimaVahdat

15 followers
Toronto, Canada
Llama_RAG_System
Llama_RAG_System is a local Retrieval-Augmented Generation (RAG) system that leverages the LLaMA model to provide intelligent answers to user queries by processing uploaded PDFs and fetching relevant web information while ensuring privacy.
5
67

SURAJ-K-GUPTA

3 followers
-
nextjs-langchain-gemini-rag-pdf-chatbot
Next.js LangChain Gemini RAG Chatbot: An advanced Retrieval-Augmented Generation (RAG) chatbot that enables users to upload multiple PDFs and receive precise answers to their questions based on the content. Powered by LangChain and Gemini, this chatbot is built with Next.js and offers efficient PDF-based query handling for enhanced user engagement.
5
68

varun-soni-ai

11 followers
-
RAG-Ollama-Chat-with-PDF
This application allows users to upload PDF files, process them, and ask questions about the content using a locally hosted language model. The system uses Retrieval-Augmented Generation (RAG) to provide accurate answers based on the uploaded PDFs.
5
69

theodoreniu

2 followers
-
graphrag_webui
A web interface for GraphRAG. 🚀
5
70

MatthieuGillieron

13 followers
Suisse
chatbot
AI chatbot with multiple trending LLMs and a RAG option to chat with your PDF documents
5
71

andraz

14 followers
-
ragtitles
Optimize Subtitles for RAG Ingestion
4
72

sujal12344

7 followers
Mumbai, India
AI-Companion-Builder
AI-Companion is a cool software that lets you create your own custom AI models of people you admire, like actors or celebrities. It's a tool to make personalized artificial intelligence companions based on your favorite individuals.
4
73

eltociear

0 followers
Tokyo, Japan
awesome-rag
A curated list of awesome RAG.
4
74

robase

6 followers
Sydney, Australia
fhb-assistant
A RAG based LLM assistant for australian first home buyers
4
75

Bhavik-Ardeshna

55 followers
Montreal, Quebec
Multimodal-VideoRAG
Multimodal-VideoRAG: Using BridgeTower Embeddings and Large Vision Language Models
4
76

Chandru-21

5 followers
Chennai
LLMOps
This project(RAG) focuses on operationalizing LLMs by integrating OpenAI, MLflow, FastAPI, and RAGAS for evaluation. It allows users to deploy and manage LLMs, track model runs, and log evaluation metrics in MLflow. The project also features MLflow traces that logs all the user inputs ,responses ,retrieved contexts ,and other essential metrices.
4
77

fivetran

259 followers
-
dbt_unified_rag
Fivetran dbt package designed to generate an end model and Cortex Search Service (for Snowflake destinations only) which contains unstructured document data to be used for Retrieval Augmented Generation (RAG) applications leveraging Large Language Models (LLMs)
4
78

drisskhattabi6

55 followers
Morocco
Chat-with-PDF-Locally
Chat with PDF locally: An advanced chatbot using Ollama/Openrouter LLMs to interactively extract information from PDFs, Using Streamlit & Ollama/Openrouter API and langchain
4
79

adaptaware

0 followers
-
ragit
A RAG back and front end application
4
80

andreiramani

4 followers
-
pgvector_pgsql_windows
pgvector extension, binary compiled in Microsoft Windows with PostgreSQL
3
81

naimkatiman

22 followers
Malaysia
RAG-using-Llama-3.1-WebUi-on-Streamlit
Run Llama on serverless with multimodal RAG, with focus on reading files (But with limited token ofc)
3
82

RyanTren

10 followers
GA
AI-Customer-Support
an AI-powered customer support chatbot using Next.js and the OpenAI API.
3
83

ardacetinkaya

339 followers
Stockholm, Sweden
Hello.AI.World
Just some initial learning for usage of AI models within .NET platform with Semantic Kernel APIs
3
84

PabloSanchi

8 followers
Madrid, Spain
jchunk
JChunk is a lightweight and flexible library designed to provide multiple strategies for text chunking within Spring Boot applications
3
85

slava-vishnyakov

28 followers
-
rag_engine
Python package for implementing Retrieval-Augmented Generation (RAG) using OpenAI's embeddings and a SQLite database with vector search capabilities
3
86

raghavtwenty

18 followers
127.0.0.1
genai
Collection of GenAI resources & tutorials ...
3
87

jodog0412

4 followers
Seoul, South Korea
rag-chatbot-app-with-fastapi
RAG chatbot applilcation with fastapi and docker
3
88

kmaurinjones

24 followers
Toronto, Canada
doc-talk
Chat with your documents. RAG implementation leveraging OpenAI's GPT-4o and Text-Embedding-3-Small models.
3
89

dorisoy

199 followers
Xi'an, China
Langchain-Chatchat
基于 ChatGLM 等大语言模型与 Langchain 等应用框架实现,开源、可离线部署的 RAG 与 Agent 应用项目
3
90

IteraLabs

2 followers
-
molina
A Rust and Python Synthetic Integration for an agentic-LLM approach to build a research agent for local knowledge representation.
3
91

gmunhoz0810

1 followers
Atlanta, GA
PartSelect-LLM-Assistant
GPT-4o Agent - PartSelect Website - Information on 2 Million Parts
3
92

Hexastack

23 followers
-
hexabot-plugin-gemini
The Google Gemini Plugin for Hexabot Chatbot / Agent Builder to enable the LLM RAG Capability
3
93

sahasourav17

20 followers
Dhaka, Bangladesh
IntelliAnswer
A RAG-based question-answering system that processes user queries using local documents. It extracts relevant information to answer questions, falling back to a large language model when local sources are insufficient, ensuring accurate and contextual responses.
3
94

samagra44

3 followers
Indore, India
Multi-RAG-File-System
Multi RAG File System using Groq, Huggingface, Llama Index, Langchain
3
95

dudeperf3ct

65 followers
-
reliable-agentic-rag
Project exploring RAG LLM agents
3
96

buriihenry

54 followers
Nairobi, Kenya
Chat-with-PDF
A RAG Application powered by Llama 3.2b and HuggingFace Embeddings
3
97

Doanquangthe

0 followers
-
DocGPT
DocGPT (Doctor GPT) is an advanced medical diagnosis system that combines Vision Transformer (ViT) based deep learning models with LangChain agents to provide comprehensive medical image analysis and detailed diagnostic reports. The system leverages the power of PyTorch for deep learning and Groq's LLM for generating human-like medical insights.
3
98

ufewew

0 followers
-
RAG-using-DeepSeek-R1
This repository highlights my learning journey in building Retrieval-Augmented Generation (RAG) pipelines using DeepSeek on Lightning AI, covering document ingestion, retrieval, and integration with generative AI. It showcases fine-tuning, evaluation, and optimization for accurate open-domain QA and knowledge management.
3
99

Lynixtaxic

0 followers
-
docsifer
Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.
3
100

AstraBert

105 followers
Italy
llamaindex-docs-agent
A simple ReAct agent that has access to LlamaIndex docs and to the internet to provide you with insights on LlamaIndex itself.
3