LLM Engineering: Structured Outputs

LLM Engineering: Structured Outputs
Improve your LLM engineering skills with Jason Liu, the author of the Instructor library. Learn about structured JSON output handling, function calling, complex validations with Pydantic and more in this short and helpful course!
2 Hours
Free

Complete this course to:

  • Master Structured Data Extraction
  • Implement Advanced Validation Techniques
  • Integrate with the Instructor library

Curriculum

  • Asking LLMs for Structured Data
  • Prompting LLMs
  • RAG Applications
  • Validating LLM Outputs
Highly Practical and Insightful Course on LLM Engineering! This course, "LLM Engineering: Structured Outputs," is truly excellent! It's extremely useful and practical, filled with great tips that are directly applicable. The structured approach to learning and the practical insights provided make it an invaluable resource for anyone looking to deepen their understanding of LLMs.
Life saver. This course accelerated the development of our app tenfold. We were really struggling getting the right output consistently, now it's a breeze
This course is a good introduction to some key concepts and tools. I often had to take extra time to research things to fully understand them. Since the course is free, don’t expect it to cover everything in detail. But it’s definitely helpful, and I’d recommend it. Thanks to Wandb and Jason Liu for putting this together!
Great course! Small videos help to review each topic.
Great training with deep insight. This training was very delightful for me. It contains a lot of theory and tips for designing a structures output from LLM´s. Great job!!! Thanks!
Outstanding. All value, no filler
Jason and his Instructor library is amazing! Thanks for great content!
Brilliant Course. Neatly explains the basic problem of working with unstructured output from LLMs and the solution using Pydantic library and Functions in LLMs
I found this really helpful. I learned a lot about practical ways to use Pydantic and Instructor. Jason knows his stuff! I'm marking down a star because the course platform was a little clunky. I like to watch the videos in full-screen mode to better see his screen but at the end of each video I would have to exit full screen > then click next video > then re-enter full screen. Since some of the videos were only two minutes long this was kind of a pain. I'd recommend having a setting to auto-play the next video or allow hitting the arrow key on my keyboard to move to the next video. But overall the course was great and thanks for sharing it.
Your course instructor

Jason Liu

Jason is an independent consultant, staff-level machine learning engineer, angel investor, startup advisor, and a16z scout. I write about open source, consulting, and how to systematically improve AI applications. He is also the creator of Instructor, a popular Python library for structured outputs from LLMs
Creator Instructor Library
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