A hands-on tutorial series for building LangGraph agents with local LLMs via Ollama. Each notebook teaches a concept from scratch - no cloud APIs required.

These tools are designed for educational purposes and security research only. Use them responsibly and only on accounts you own or have explicit permission to test.