Top AI GitHub Repositories
The repositories actually worth your star — deduplicated, ranked by real momentum, and rescored weekly from live GitHub data. Every score is computed from public inputs: stars, forks, commit velocity, docs, and community.
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
ollama
Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
llama_index
LlamaIndex is the leading document agent and OCR platform
unsloth
Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.
milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
stable-diffusion-webui
Stable Diffusion web UI
openai-python
The official Python library for the OpenAI API
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
whisper.cpp
Port of OpenAI's Whisper model in C/C++
haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
whisper
Robust Speech Recognition via Large-Scale Weak Supervision
MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
pydantic-ai
AI Agent Framework, the Pydantic way
pgvector
Open-source vector similarity search for Postgres
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
MiniCPM
MiniCPM5-1B: A SOTA 1B on-device LLM, small yet powerful.
TaskWeaver
The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.