Structured outputs

PydanticAI

Python framework for building typed ai agents with tools, structured outputs, and model integrations.

Article Summary and Scored JSON

Summarize an article with author, topics, coherence, persuasion, and a grounded counterpoint in JSON.

Invention Article Summary JSON

Summarize an invention article with its year, inventors, concepts, and description in JSON.

JSON Objects in XML Tags

Produce multiple JSON objects inside named XML tags for structured multi-object extraction.

Sentiment Scores JSON

Score positive, negative, and neutral sentiment, then assign a label and rationale in JSON.

Support Chat Reply JSON

Answer a support message from supplied knowledge with response, mood, categories, suggestions, and agent-routing fields in JSON.

Reply to a support chat as a structured JSON payload

Request multiple JSON objects wrapped in XML tags

Score sentiment of text as JSON

Summarize an article into scored structured JSON

Summarize an invention article into structured JSON