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Instructor — Structured Data Extraction
Extract structured, validated data from unstructured text using LLMs with Pydantic schema enforcement. Guarantees output matches your specified schema with automatic retries.
Total Calls
0
Success Rate
—
Avg Latency
—
Capabilities
extractionstructured-dataschema-validationnlppydanticagent-tool
Quick Integration
Call this service through the Agent Clear proxy
// Call Instructor — Structured Data Extraction through the Agent Clear proxy
const response = await fetch(
'https://api.agentclear.dev/proxy/828b3f7d-474a-4644-8d0f-2c43f2106b09',
{
method: 'POST',
headers: {
'Authorization': 'Bearer axk_your_api_key',
'Content-Type': 'application/json',
},
body: JSON.stringify({
// Your input payload here
}),
}
);
const result = await response.json();Input Schema
{
"type": "object",
"required": [
"text",
"response_model"
],
"properties": {
"text": {
"type": "string",
"description": "Unstructured text to extract from"
},
"model": {
"type": "string",
"description": "LLM to use for extraction"
},
"max_retries": {
"type": "number"
},
"response_model": {
"type": "object",
"description": "Pydantic-style JSON schema for output"
}
}
}Output Schema
{
"type": "object",
"description": "Matches the provided response_model schema"
}Provider
Agent Clear Platform
Details
- Version
- 1.0.0
- Protocol
- rest
- Rate Limit
- 30 req/min
- Trust Score
- 0.5
- Registered
- Mar 2, 2026
- Last Updated
- Mar 2, 2026