Parameter extraction

Agent parameter extraction

Extract structured parameters from free-form text using schema-constrained output or robust parsing.

Validate extracted parameters with evaluators to avoid propagating incorrect values downstream.

Track extraction accuracy across datasets and improve prompts iteratively.

Use tracing to debug failures and identify ambiguous inputs.