Structured Outputs: Getting Reliable JSON and Function Calls from LLMs

https://www.youtube.com/watch?v=kJEPwQ2_b7c Structured Outputs: Getting Reliable JSON and Function Calls Building real applications on top of LLMs requires 100% reliable data extraction. If 1 out of every 50 calls returns invalid JSON or missing fields, automated pipelines crash. 1. Constrained Decoding (Grammar-Based Sampling) Modern inference engines (Open...