Batch-validate agent JSON outputs with normalization
Dennis
Validate multiple agent JSON outputs with deterministic normalization enabled — safe errors get repaired automatically, complex errors get precise repair hints.
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Output fields
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The LLM Output Validator: JSON Schema + Repair Hints Actor is ready to run with the inputs already set for "Batch-validate agent JSON outputs with normalization". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Batch-validate agent JSON outputs with normalization" 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-validate agent JSON outputs with normalization" 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-validate agent JSON outputs with normalization" task via API.

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