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templates/extraction/README.md

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+# Extraction Templates
+
+Templates for data extraction patterns (invoice, resume, receipt, etc.)
+
+## Pattern Structure
+
+Each extraction template includes:
+- Input types (often image or text)
+- Output class definitions (structured data)
+- Extraction function with detailed prompt
+- Validation rules
+- Example test cases
+
+## Common Use Cases
+
+- Invoice extraction
+- Resume parsing
+- Receipt processing
+- Document analysis
+- Form extraction