PostgreSQL

AI Engineering Foundations

Python, APIs, HTTP and the engineering craft behind every AI system

Production RAG

Build retrieval systems that actually work in production

Embeddings & Vector Search

Implement a VectorStore with embed, insert, and search(filter) methods.

RAG Assistant

Production retrieval-augmented generation over your documents

Enterprise Knowledge Assistant

FDE capstone: ship an enterprise AI assistant end-to-end