Glossary · AI
What is
Structured Output?
LLM responses constrained to a JSON schema or specific format.
By Anish· Founder · Vedwix
·Definition
Structured output forces the LLM to produce a response matching a defined JSON schema. Modern APIs (OpenAI's "response_format" with JSON Schema, Anthropic's tool-use) make this reliable. Structured output eliminates the parsing brittleness that plagued early LLM apps and makes outputs production-safe.
Example
A resume parser returns {name, email, skills[], experience_years} as guaranteed-valid JSON every time, instead of free-form text.
How Vedwix uses Structured Output in client work
Always-on for production endpoints. Free-form output is for prototyping.
Building with Structured Output?
We ship this.
If you're building with Structured Output in production, we can help — from architecture review to full implementation.
Brief us