Free "AI University" on GitHub: 7 weeks from Docker to agentic RAG

mdancho84 · x · 2026-10-22

A free "AI university" on GitHub teaches real-world AI systems by building one step by step over 7 weeks: Docker/FastAPI/PostgreSQL/OpenSearch/Airflow infrastructure, automated arXiv data pipelines, a from-scratch BM25 search engine, chunking + hybrid semantic/keyword retrieval, a full RAG system with local LLM and Gradio UI, production hardening with Langfuse tracing and Redis caching, and finally agentic RAG with LangGraph plus a Telegram bot. The capstone is an arXiv paper curator. Note the post also plugs the author's free workshop (promo).

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