What is BNF Grammar and how to use it with LLMs: Large Language Models (LLMs) require structured and predictable output formats; BNF Grammar provides a powerful methodology for defining expected output formats from LLMs, allowing developers to precisely specify the format of outputs like JSON or JSON arrays.