Go to example tasks

Batch-validate agent JSON outputs with normalization

Validate multiple agent JSON outputs with deterministic normalization enabled — safe errors get repaired automatically, complex errors get precise repair hints.

Try for free
LLM Output Validator: JSON Schema + Repair Hints
LLM Output Validator: JSON Schema + Repair Hintscodeclouds/llm-output-validator
#
Valid
Error count
Truncated
+2 fields
Text
Number
Boolean
List
Object

Input

Documents to validate(required):{"status": "ok", "value": 42}+1
Apply safe normalization:true
Generate repair hints:true

Output fields

#
Valid
Error count
Truncated
Repairable
Errors

How it works

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-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.

Image

Integrate "Batch-validate agent JSON outputs with normalization" into your workflow

Connect "Batch-validate agent JSON outputs with normalization" with 100+ integrations, or run it via API or MCP.

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay