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 exercises like building a social media agent and using Pydantic for defining structured outputs. By the end, you'll be equipped with the skills to implement structured outputs in your LLM applications, enhancing your ability to create scalable and efficient software solutions.

Getting Structured LLM Output

An overview of the course and its objectives, setting the stage for learning structured output generation.

Introduction

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

Introduction to Structured Output Generation

Explore practical examples of using structured outputs in software development.

How To Use Structured Outputs

Understand the concept of retry-based structured output and its applications.

Retry-based Structured Output

Learn how to use outlines for structured generation and modify LLM logits for desired output.

Structured Generation with Outlines

Explore advanced structured generation techniques beyond JSON, including regular expressions and finite-state machines.

Structured Generation: Beyond JSON

Summarize the key learnings and outcomes of the course.

Conclusion

Test your understanding of the course material with a short quiz.

Quiz

Additional resources and tips to help you succeed in generating 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

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