Published books

Your organization already has the answers. They’re just hidden away in PDFs, spreadsheets, old contracts, and forgotten folders.
There are also documents that no one knows how to search for.
In Building AI That Knows Your Data, you’ll follow the team at the fictional Northwind Industries as they build a working system. They start from scratch to create a Retrieval-Augmented Generation system. Along the way, you’ll learn how to extract and clean real-world documents.
You’ll also see how to break documents into useful passages, create semantic embeddings, measure similarity, perform vector searches, and store everything properly. All of this is kept in a reliable index.…