In this workshop, they will explore how to structure and control LLM outputs to make them more reliable and better suited for real-world use cases.
The focus will be on building a structured generation pipeline, using JSON generation, validation techniques, and API integration.
The core theme of the workshop will be booking hotel rooms from natural language requests, with the goal of producing structured responses that can effectively interact with a hotel booking API.
We will progress from simple prompt engineering to more robust methods like Pydantic typing or using the Outlines library.
This workshop is designed for all types of technical profiles, whether data scientists or not, who want to integrate generative AI into their code in a reliable way.