This course explores semantic input validation using Large Language Models (LLMs). It covers defining semantic input validation and distinguishing it from rule-based methods. The course identifies appropriate use cases, including complex criteria and nuanced policy enforcement. Finally, it demonstrates implementing semantic input validation with LLMs and Pydantic.
Introduction and Overview
Learning Objectives
What, Why and How of Semantic Input Validation
What is Semantic Input Validation?
Example of Semantic Input Validation
Lab and Lab Video
Lab Video - Semantic Input Validation with LLMs
LLM Semantic Input Validation
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