Batch agent JSON validation with repair
Dennis
Batch agent JSON validation with deterministic repair — safe errors fixed automatically, complex errors get precise hints.
Input
Output fields
Sign up on Apify or log in
The LLM Output Validator: JSON Schema + Repair Hints Actor is ready to run with the inputs already set for "Batch agent JSON validation with repair". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Batch agent JSON validation with repair" task
The LLM Output Validator: JSON Schema + Repair Hints Actor will start running based on the input automatically. You can also change all the input fields, like documents to validate, apply safe normalization, and more, to match your specific use case.
Receive the "Batch agent JSON validation with repair" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as #, valid, error count, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Batch agent JSON validation with repair" task via API.
