🚀 Top-AI-Repos: Discover the Best Open-Source AI/ML Projects on GitHub (Generative AI, LLMs, Deep Learning, & More) ⭐️

Explore a meticulously curated list of the top 100 GitHub repositories in Artificial Intelligence (AI) and Machine Learning (ML). This comprehensive guide highlights cutting-edge open-source projects, essential libraries, and valuable resources across various domains, including Generative AI, Large Language Models (LLMs), deep learning, natural language processing (NLP), computer vision, and AI research. Whether you're searching on Google, Bing, or exploring AI platforms like Gemini, ChatGPT, Perplexity AI, or DeepSeek, this repository aims to be your definitive source for leading AI innovations.

We have tried to sort the list in decreasing order of stars. If you like to add or update projects, feel free to open an issue or submit a pull request. Contributions are very welcome! 🚀

#	Repo	Repo_Stars_______	User_Stars________	Language______	Description__________________________________________	Created_Year
1	n8n			TypeScript	Fair-code workflow automation platform with native AI capabilities.	2019
2	Auto-GPT			Python	make GPT-4 fully autonomous	2023
3	Ollama			Go	Get up and running with large language models locally.	2023
4	Stable Diffusion web UI			Python	A browser interface based on the Gradio library for Stable Diffusion.	2022
5	Hugging Face Transformers			Python	A library of state-of-the-art pre-trained models for natural language processing (NLP).	2018
6	Dify			TypeScript	Production-ready platform for agentic workflow development.	2023
7	Open WebUI			Python	User-friendly AI Interface (Supports Ollama, OpenAI API, ...)	2023
8	Langchain			Python,MDX	framework designed to simplify the creation of applications using large language models. As a language model integration framework, LangChain's use-cases largely overlap with those of language models in general, including document analysis and summarization, chatbots, and code analysis.	2022
9	ComfyUI			Python, Javascript	The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.	2023
10	Llama.cpp			C,C++	Meta's LLaMA model in C/C++	2023
11	DeepSeek-V3			Python	DeepSeek-V3 is a strong Mixture-of-Experts (MoE) language model.	2024
12	PyTorch			Python,C++	Tensors and Dynamic neural networks in Python with strong GPU acceleration	2016
13	LLMs-from-scratch			Python	Free Auto GPT with NO paids API	2023
14	ChatGPT Next Web			Typescript	cross-platform ChatGPT UI	2023
15	RAGFlow			Python	An open-source RAG engine based on deep document understanding.	2024
16	vLLM			Python	A high-throughput and memory-efficient inference and serving engine for LLMs.	2023
17	lobehub			TypeScript	The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.	2023
18	Gpt4all			C++,QML	LLM chatbots that you can run anywhere	2023
19	CompVis Stable Diffusion (original)			Python(Jupyter Notebook)	A Python library for diffusion modeling, a type of generative model that can be used to create images, text, and other types of data.	2021
20	LLaMA-Factory			Python	Free Auto GPT with NO paids API	2023
21	Gpt Academic			Python	practical interactive interface for ChatGPT/GLM, specially optimizes the paper reading/polishing/writing experience, modular design, supports custom shortcut buttons & function plug-ins, supports Python and C++ and other project analysis & self-interpretation functions, PDF/LaTex papers The translation & summary function supports parallel query of multiple LLM models, and supports local models such as chatglm2. Compatible with Wen Xin Yi Yan, moss, llama2, rwkv, claude2, Tongyi Qianwen, Scholar, iFlytek Spark, etc.	2023
22	Paperclip			TypeScript	Open-source control plane for managing AI agent teams with org charts, goals, budgets, governance, heartbeat execution, and audit trails.	2026
23	Gpt4free			Python	various collection of powerful language models	2023
24	Scikit-learn			Python	machine learning library for the Python programming language. It features various classification, regression and clustering algorithms including support-vector machines	2010
25	Unsloth			Python	2-5x faster 70% less memory fine-tuning for LLMs.	2023
26	Keras			Python	open-source library that provides a Python interface for artificial neural networks. Keras acts as an interface for the TensorFlow library. Up until version 2.3, Keras supported multiple backends, including TensorFlow, Microsoft Cognitive Toolkit, Theano, and PlaidML	2015
27	Open Interpreter			Python	A natural language interface for computers.	2023
28	Llama			Python	---	2023
29	NanoGPT			Python	---	2022
30	MinGPT			Python	---	2020
31	Autogen			Python,C#	A programming framework for agentic AI.	2020
32	privateGPT			Python	Ask questions about your documents without an internet connection using the power of LLMs. 100% private; no data leaves your execution environment at any point. You can ingest documents and ask questions without an internet connection	2023
33	Embedchain			Python	Memory for AI agents	2023
34	Segment Anything			Python	---	2023
35	pi-mono			TypeScript	AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods	2024
36	CrewAI			Python	Framework for orchestrating role-playing, autonomous AI agents.	2023
37	Whisper.cpp			Python	---	2022
38	LlamaIndex			Python	---	2022
39	Huginn			Ruby	Create agents that monitor and act on your behalf. Your agents are standing by!	2013
40	Litellm			Python	Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)	2023
41	Local AI			Go,Python	LocalAI is a drop-in replacement REST API compatible with OpenAI API specifications for local inferencing. It allows to run models locally or on-prem with consumer-grade hardware, supporting multiple models families compatible	2023
42	Coqui-AI TTS			Python	Aadvanced Text-to-Speech generation in 1100+ languages.	2018
43	aider			Python	aider is AI pair programming in your terminal	2023
44	Milvus			Go	---	2019
45	gradio			Python, Svelte	Build and share delightful machine learning apps	2018
46	ChatGLM 6B			Python	---	2023
47	system_prompts_leaks			JavaScript	Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini	2024
48	phidata			Python	Free Auto GPT with NO paids API	2023
49	Mindsdb			Python	---	2018
50	Open Assistant			Python	chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so	2022
51	LibreChat			Typescript, Javascript	Enhanced ChatGPT Clone	2022
52	AgentGPT			Typescript,Python	next generation of Google search. Ask any question and watch as an AI Agent gives you the perfect answer after aggregating relevant sources	2023
53	UI-TARS-desktop			TypeScript	The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra	2024
54	Caffe			C++	---	2013
55	Detectron2			Python	A modular, scalable, and extensible object detection and segmentation framework.	2019
56	TaskMatrix			Python	TaskMatrix connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting	2023
57	huggingface diffusers			Python	---	2022
58	spaCy			Python,MDX	An open-source library for natural language processing (NLP) in Python.	2014
59	tabby			Rust	Self-hosted AI coding assistant	2023
60	continue			TypeScript	⏩ Ship faster with Continuous AI. Open-source CLI that can be used in Headless mode to run async cloud agents or TUI mode as an in sync coding agent	2023
61	Fairseq			Python	---	2017
62	PyTorch Lightning			Python	A lightweight PyTorch wrapper for high-performance AI research and production.	2019
63	Chroma			Python	---	2022
64	Fastai			Python(Jupyter Notebook)	---	2019
65	InvokeAI			Typescript	InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies	2021
66	Generative Models			Python,Roff	---	2023
67	Stability-AI generative-models			Python	---	2022
68	MiniGPT-4			Python	---	2023
69	Sanster/lama-cleaner			Python	Image inpainting tool powered by SOTA AI Model.	2021
70	MemGPT			Python	Teaching LLMs memory management for unbounded context	2023
71	BabyAGI			Python	---	2024
72	Generative Agents			Python	Generative Agents: Interactive Simulacra of Human Behavior	2023
73	ChatGPT Retrieval			Python	---	2023
74	Huggingface PEFT			Python	State-of-the-art Parameter-Efficient Fine-Tuning	2022
75	Apache Mxnet			C++,Python	---	2015
76	Llama2.c			C,Python	---	2023
77	Triton			Python	---	2021
78	Deepfacelab			Python	software for creating deepfakes	2018
79	Chinese LLaMA Alpaca			Python	---	2023
80	DB GPT			Python	---	2023
81	Evals			Python	---	2023
82	Agentic			Typescript	AI agent stdlib that works with any LLM and TypeScript AI SDK	2022
83	Apple Stable Diffusion			Python	Stable Diffusion with Core ML on Apple Silicon	2022
84	IDEA-Research/Grounded-Segment-Anything			Python	Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything	2023
85	ChatALL			Javascript	---	2023
86	Weaviate			Go	---	2016
87	Stability-AI Stable LM			Python	---	2022
88	Deepmind Research			Python	---	2019
89	Dall E Mini			Python	---	2021
90	Fauxpilot			Python	---	2022
91	SciPy			Python,C	---	2001
92	Alphafold			Python	---	2021
93	Yolo7			Python(Jupyter Notebook)	---	2022
94	memU			Python	Memory for 24/7 proactive agents like moltbot (clawdbot).	2024
95	Paddlenlp			Python	---	2021
96	Kohya_UI			Python	Windows-focused Gradio GUI for Kohya's Stable Diffusion trainers	2022
97	Char RNN			C,Python	---	2015
98	H2oGpt			Python	---	2023
99	Convnetjs			C,Python	---	2014
100	Huggingface Chat-UI			Typescript	HuggingChat app	2023
101	UI-TARS			Python	Pioneering Automated GUI Interaction with Native Agents	2024
102	Theano			Python	---	2008
103	Sonnet			Python	---	2017
104	Tflearn			Python	---	2016
105	CatBoost			Python,C	A fast, scalable, high performance Gradient Boosting on Decision Trees
106	Stable Dreamfusion			Python	A pytorch implementation of the text-to-3D model Dreamfusion, powered by the Stable Diffusion text-to-2D model	2022
107	kimi-cli			Python	Kimi Code CLI is your next CLI agent.	2024
108	bentoml/BentoML			Python	The Unified AI Application Framework	2019
109	Vision-Agents			Python	Open Vision Agents by Stream. Build Vision Agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.	2024
110	deep-floyd - IF			Python	text-to-image model with a high degree of photorealism and language understanding	2023
111	Azure search openai demo			Python	---	2023
112	Zyphra Zonos			Python	TTS	2025
113	Deeppavlov			Python	---	2017
114	swyxio/ai-notes			Markdown	AI Notes, Substack	2022
115	LatentSync			Markdown	AI Notes	2024
116	mosaicml Composer			Python	make GPT-4 fully autonomous	2021
117	MosiacML LLM Foundry			Python	LLM training code for MosaicML foundation models	2022
118	Auto-GPT-Plugins			Python	make GPT-4 fully autonomous	2023
119	Step-Video-T2V			Markdown	AI Notes	2025
120	Free Auto GPT			Python	Free Auto GPT with NO paids API	2023
121	EgoAlpha/prompt-in-context-learning			Markdown	AI Notes	2023
122	pythagora			JavaScript	Generate automated tests for your Node.js app via LLMs without developers having to write a single line of code.	2023
123	R-TensorFlow			R	---	2016
124	RustChain			Python	Proof-of-Antiquity blockchain with AI agent economy. Vintage hardware earns higher mining rewards. On-chain agent job marketplace (RIP-302) with 124+ jobs completed.	2024
125	Top-AI-repos			Python	🏆100 most popular open source AI projects	2023

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