DeepLearning.AI

Will Kurt

Cameron Pfiffer

In this course, you will gain a comprehensive understanding of structured outputs and their significance in software development. You will learn to generate structured outputs using APIs, re-prompting libraries, and constrained decoding. The course includes practical applications like building a social media agent and using Pydantic for defining structured outputs. By the end, you will be equipped with the knowledge to implement structured outputs in your LLM applications, enhancing your ability to develop scalable and efficient software solutions.

Getting Structured LLM Output

An overview of the course and its objectives.

Introduction

Learn the importance of structured outputs and the different approaches to generate them.

Introduction to Structured Output Generation

Explore the use of structured outputs with code examples.

How To Use Structured Outputs

Understand retry-based methods for generating structured outputs.

Retry-based Structured Output

Learn how to use outlines for structured generation with code examples.

Structured Generation with Outlines

Explore structured generation techniques beyond JSON with code examples.

Structured Generation: Beyond JSON

Summarize the key learnings from the course.

Conclusion

Test your understanding of the course material.

Quiz

Additional tips and help for implementing structured outputs.

Appendix-Tips and Help

This course provides an in-depth understanding of structured output generation, essential for scalable software development. Learn to build a social media agent and explore various approaches to generating structured outputs, enhancing your skills in AI applications.

Professionals looking to enhance their skills in generating structured outputs for scalable software development.

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Getting Structured LLM Output

Overview

Who is this course for?

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