April 2026
Intermediate
399 pages
11h 38m
English
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12 Retrieval-Augmented Generation and Text-to-SQL
This chapter differs somewhat from the rest of the book, as we’re not presenting working techniques and tools that make programming easier for you, but rather developing a program that uses AI to achieve a result. Of course, there is still a connection: the code for the examples in this chapter was again created with AI support. So, this chapter again contains a lot of prompts as well as some comments on why we formulated the prompt in exactly the same way and why some of the previous attempts failed.
The problem for the following AI application is to analyze data from different sources using a large language model (LLM). We use PDF documents, web pages in HTML format, and an SQL database as ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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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.