docs: add payment data extraction example#2081
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marlonbarreto-git wants to merge 1 commit into567-labs:mainfrom
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docs: add payment data extraction example#2081marlonbarreto-git wants to merge 1 commit into567-labs:mainfrom
marlonbarreto-git wants to merge 1 commit into567-labs:mainfrom
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Add a comprehensive example for extracting structured payment data from unstructured text (bank statements, invoices, emails). Demonstrates: - Pydantic models for payment transactions with field validators - ISO 4217 currency code validation - Multi-currency report handling - Cross-field validation (total vs sum of transactions) - Instructor retry logic for validation failures - PaymentMethod enum for constrained output
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Summary
Adds a new example for extracting structured payment data from unstructured text (bank statements, invoices, emails).
This example demonstrates several Instructor patterns applied to the payments domain:
Motivation
Financial data extraction is a common use case for structured outputs. The existing
extracting_receipts.mdcovers image-based receipt parsing, but there was no example for text-based payment data extraction with multi-currency support and cross-field validation patterns.Changes
docs/examples/payment_data_extraction.md— New example with full codemkdocs.yml— Added nav entry next to the receipts example