April 2025
Intermediate to advanced
232 pages
6h 56m
English
Content preview from Data Analysis with LLMs
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3 The OpenAI Python library
This chapter covers
- Installing the OpenAI library
- Invoking GPT models using Python
- Configuration parameters
In the last chapter, we used GPT models via the OpenAI web interface. This works well as long as we’re just trying to have a conversation or classify and summarize single reviews. However, imagine trying to classify hundreds of reviews. In that case, using the web interface manually for each review becomes very tedious (to say the least). Also, perhaps we want to use a language model in combination with other tools. For instance, we might want to use GPT models to translate questions to formal queries and then seamlessly execute those queries in the corresponding tool (without having to manually copy ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.