Production OCR that never fails silently — multi-pass PDF processing with AI confidence scoring and per-field human-review flags. USE WHEN extracting text or structured JSON from PDFs, scanning invoices/forms/receipts, or needing OCR that flags which fields to verify. Free tier: 2,000 pages/month.
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Production OCR that never fails silently — multi-pass PDF processing with AI confidence scoring and per-field human-review flags. USE WHEN extracting text or structured JSON from PDFs, scanning invoices/forms/receipts, or needing OCR that flags which fields to verify. Free tier: 2,000 pages/month.
cluster
documents
version
1.0.0
DeepRead - Production OCR API
OCR that never fails silently. Process PDFs and extract structured data with AI-powered confidence scoring that tells you exactly which fields need human review.
What This Skill Does
DeepRead is a production-grade document processing API that reduces human review from 100% to ~10% through intelligent quality assessment.
Core Features:
Text Extraction: Convert PDFs to clean markdown
Structured Data: Extract JSON fields with confidence scores
Quality Flags: AI determines which fields need human verification (hil_flag)
Multi-Pass Processing: Multiple validation passes for maximum accuracy
Multi-Model Consensus: Cross-validation between models for reliability
Free Tier: 2,000 pages/month (no credit card required)
Setup
1. Get Your API Key
Sign up and create an API key:
# Visit the dashboard
https://www.deepread.tech/dashboard
# Or use this direct link
https://www.deepread.tech/dashboard/?utm_source=clawdhub
{"result":{"text":"Combined text from all pages...","pages":[{"page_number":1,"text":"# Contract Agreement\n\n...","hil_flag":false},{"page_number":2,"text":"Terms and C??diti??s...","hil_flag":true,"reason":"Multiple unrecognized characters"}],"metadata":{"pages_requiring_review":1,"total_pages":2}}}
When to Use This Skill
✅ Use DeepRead For:
Invoice Processing: Extract vendor, totals, line items
Receipt OCR: Parse merchant, items, totals
Contract Analysis: Extract parties, dates, terms
Form Digitization: Convert paper forms to structured data
Document Workflows: Any process requiring OCR + data extraction
Quality-Critical Apps: When you need to know which extractions are uncertain
defprocess_extraction(data):
confident = {}
needs_review = []
for field, field_data in data.items():
if field_data["hil_flag"]:
needs_review.append({
"field": field,
"value": field_data["value"],
"reason": field_data.get("reason")
})
else:
confident[field] = field_data["value"]
# Auto-process confident fields
save_to_database(confident)
# Send uncertain fields to review queueif needs_review:
send_to_review_queue(needs_review)
Troubleshooting
Error: quota_exceeded
{"detail":"Monthly page quota exceeded"}
Solution: Upgrade to PRO or wait until next billing cycle.
Error: invalid_schema
{"detail":"Schema must be valid JSON Schema"}
Solution: Ensure schema is valid JSON and includes type and properties.
Error: file_too_large
{"detail":"File size exceeds 50MB limit"}
Solution: Compress PDF or split into smaller files.
Job Status: failed
{"status":"failed","error":"PDF could not be processed"}
Common causes:
Corrupted PDF file
Password-protected PDF
Unsupported PDF version
Image quality too low for OCR
Example Schema Templates
Invoice Schema
{"type":"object","properties":{"invoice_number":{"type":"string","description":"Unique invoice ID"},"invoice_date":{"type":"string","description":"Invoice date in MM/DD/YYYY format"},"vendor":{"type":"string","description":"Vendor company name"},"total":{"type":"number","description":"Total amount due including tax"},"line_items":{"type":"array","items":{"type":"object","properties":{"description":{"type":"string"},"quantity":{"type":"number"},"price":{"type":"number"}}}}}}
Receipt Schema
{"type":"object","properties":{"merchant":{"type":"string","description":"Store or merchant name"},"date":{"type":"string","description":"Transaction date"},"total":{"type":"number","description":"Total amount paid"},"items":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"number"}}}}}}
Contract Schema
{"type":"object","properties":{"parties":{"type":"array","items":{"type":"string"},"description":"Names of all parties in the contract"},"effective_date":{"type":"string","description":"Contract start date"},"term_length":{"type":"string","description":"Duration of contract"},"termination_clause":{"type":"string","description":"Conditions for termination"}}}
