April 2026
Intermediate
430 pages
9h 49m
English
Content preview from RAG-Driven Generative AI - Second Edition
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12
The Autonomous Database Architect
We have reached the final stage of our journey. In the previous eleven chapters, we engineered a sophisticated multi-agent system capable of seeing, hearing, and reading the enterprise. We built agents that could traverse knowledge graphs, retrieve video content, and semanticize vector stores. Yet despite these capabilities, our architecture remained fundamentally passive. Our agents could observe the state of the world, but they could not change it.
This limitation becomes critical when we encounter the chaos of the real world. In the enterprise, valuable data often exists in raw, unstructured formats: messy server logs, forwarded email chains, and erratic sensor streams that have never been modeled in a ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.