Data Extractor
Extract structured data from unstructured text
About
Turn unstructured text into clean, structured JSON. Define the output schema you need, paste raw text (invoices, emails, receipts, forms), and the AI extracts exactly the fields you specified.
Supports batch extraction for processing document feeds, and low-temperature generation ensures consistent, reliable output.
API Endpoints
/extract/extract/batch/healthHow It Works
Schema Definition
You define the output JSON schema — field names and types.
Text Submission
POST /extract — unstructured text submitted alongside the target schema.
AI Extraction
LLM parses the text and maps content to the defined schema fields.
Structured Output
Clean JSON returned matching your schema, ready for downstream systems.
Use Cases
Invoice Processing
Extract line items, totals, dates, and vendor info from invoice text.
Email Parsing
Pull action items, contacts, and dates from email threads automatically.
Form Digitization
Convert scanned or pasted form data into structured database records.
Receipt Capture
Extract merchant, amount, date, and category from receipt text.
Opens Aerostack dashboard to deploy this template
What's Included
Pipeline
Billing Model
metered
Pay per token used. Free tier included.