A collection of hands on technical workshop materials for building AI agents from scratch.
Each workshop takes you from a blank project to a working system, building intuition along the way by breaking things deliberately, then fixing them properly.
Workshop 1 - Build A RAGAS-evaluated enterprise hybrid RAG system. It combines indexed vector database retrieval with real-time API calls to provide the LLM with comprehensive, accurate context.
Workshop 2 - Build A Coding Agent
This repo grows with each session. Topics in the pipeline include tool-calling agents, multi-agent orchestration, memory systems, and production deployment patterns.
Watch the repo or check back after each workshop.