Some of the ready-to-use structured list of top GitHub repositories categorized by Machine Learning, Deep Learning, RAG frameworks, Agentic AI, Coding Agents, and Local AI.
🧠 Machine Learning
- Microsoft ML-For-Beginners (github.com in Bing) – 12-week curriculum with 26 lessons, beginner-friendly
- ashishpatel26/500-AI-Projects (github.com in Bing) – 500+ ML/DL/NLP projects with code
- shsarv/Machine-Learning-Projects (github.com in Bing) – curated ML projects with practical applications
🤖 Deep Learning
- mrdbourke/pytorch-deep-learning (github.com in Bing) – Learn PyTorch step-by-step
- deep-learning-with-pytorch/dlwpt-code (github.com in Bing) – Official repo for O’Reilly’s “Deep Learning with PyTorch”
- rohanmistry231/Deep-Learning-Projects (github.com in Bing) – practical DL projects with TensorFlow & PyTorch
📚 RAG Frameworks
- LangChain (github.com in Bing) – modular toolkit for LLM + RAG pipelines
- LlamaIndex (github.com in Bing) – advanced ingestion and indexing for RAG
- Haystack – production-ready RAG pipelines
- RAGFlow – visual workflow builder for RAG
🕹️ Agentic AI
- microsoft/autogen – framework for building multi-agent systems
- crewAIInc/crewAI – collaborative multi-agent orchestration
- OpenManus – open-source agentic workflow builder (community-driven)
💻 Coding Agents
- All-Hands-AI/OpenHands (github.com in Bing) – agentic developer environment (CLI + web)
- paul-gauthier/aider (github.com in Bing) – Git-native coding agent for terminal workflows
- continuedev/continue (github.com in Bing) – VS Code extension for multi-model coding agents
🖥️ Local AI
- ollama/ollama – run LLMs locally with simple CLI
- open-webui/open-webui – self-hosted web UI for local AI
- Mintplex-Labs/anything-llm (github.com in Bing) – workspace-based document Q&A with local LLMs