Learn AI agent patterns hands-on — entirely on your machine. No cloud APIs, no costs, just you and the code.
Run everything on your machine with no cloud API costs, no rate limits, and full control over your learning environment.
From chatbot basics to advanced reasoning patterns. Each tutorial builds on the previous for a complete learning journey.
Working code examples, visualizations, and exercises. Learn by doing with immediate feedback.
Monitor your journey through quizzes and completion tracking. See your understanding grow.
Get up and running in less than 5 minutes:
git clone https://github.com/AbhinaavRamesh/langgraph-ollama-tutorial.git
cd langgraph-ollama-tutorialpip install -e .langgraph-local serveOr install Ollama directly from ollama.ai and pull a model:
ollama pull llama3Four phases take you from fundamentals to advanced patterns:
| Phase | Focus | What You'll Learn |
|---|---|---|
| 01 | Core Patterns | Chatbots, Tool calling, Memory, Human-in-the-loop |
| 02 | RAG Patterns | Document retrieval, Self-RAG, Corrective RAG, Adaptive RAG |
| 03 | Multi-Agent | Agent collaboration, Hierarchical teams, Handoffs |
| 04 | Advanced | Plan-and-execute, Reflexion, LATS, ReWOO |
Join developers exploring AI agent patterns without cloud dependencies.
Start the Tutorials | View Setup Guide
25 Tutorials | 4 Phases | 100% Local