4min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Controlled and compliant AI applications

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

How to Unify Structured Output From an API Perspective

With Prediction Guard, you can constrain and control what types of output you're going to get out of your large language model. So in the case of sentiment, maybe I want to restrict my output to only POS, NEG, and NEU, tags for sentiment. And so with Prediction Guard, we're kind of assembling the best of the recent advances in this kind of control and structuring of output. We support open AI as well. Now, there's additional checks that could along with factuality checks, which we also implement.

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