How to Build a Manufacturing-Grade AI System with Hybrid Retrieval, Provenance-First Citations, Maintenance Loops, and Episodic Memory
In this tutorial, we build an AI workflow for a highly advanced agent that behaves like a production-grade research and reasoning system instead of a single quick call. We import real web sources in the same way, divide them into historical fragments, and apply hybrid retrieval using both embedded TF-IDF (sparse) and OpenAI (dense), and … Read more