Tag: constrained decoding

Schema-Constrained Prompts: How to Force Valid JSON from LLMs

Stop fighting malformed JSON from LLMs. Learn how schema-constrained prompts force valid structured output using Finite State Machines, improving reliability and reducing parsing errors in production applications.

Constrained Decoding for LLMs: How JSON, Regex, and Schema Control Improve Output Reliability

Learn how constrained decoding ensures LLMs generate valid JSON, regex, and schema-compliant outputs-without manual fixes. See when it helps, when it hurts, and how to use it right.