- Rewrite README.md with project overview, quick-start, and CLI summary - Add docs/CLI-REFERENCE.md with full flag reference and 8 recipe sections - Add docs/DEVELOPER.md with architecture, data flow, and extension guides - Rewrite src/core/__init__.py with public API exports and module docstring - Add Streamlit GUI (src/gui/) with file upload, advanced options, interactive match group review with side-by-side diff, and download buttons - Add .gitignore, requirements.txt, all source code, tests, and sample data - Add streamlit to requirements.txt Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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| 1 | customer_id | name | phone | address | city | state | zip | last_purchase | |
|---|---|---|---|---|---|---|---|---|---|
| 2 | CUST-A1 | Linda Park | linda.park@example.com | 2025-03-15 | |||||
| 3 | CUST-A2 | Linda Park | (555) 123-9999 | 1234 Oak St | Portland | OR | 97201 | ||
| 4 | CUST-A3 | L. Park | linda.park@example.com | (555) 123-9999 | 1234 Oak Street | 97201 | 2026-01-10 | ||
| 5 | CUST-B1 | James Wilson | jwilson@example.com | (555) 444-8888 | Austin | TX | 2025-11-22 | ||
| 6 | CUST-B2 | James Wilson | jwilson@example.com | 789 Pine Ave | Austin | TX | 78701 | ||
| 7 | CUST-C1 | Anna Chen | anna.chen@example.com | 2024-08-01 | |||||
| 8 | CUST-C2 | Anna Chen | anna.chen@example.com | (555) 222-7777 | 2025-02-14 | ||||
| 9 | CUST-C3 | Anna Chen | (555) 222-7777 | 456 Elm Dr | Seattle | WA | 2025-09-30 | ||
| 10 | CUST-C4 | A Chen | anna.chen@example.com | (555) 222-7777 | 456 Elm Drive | Seattle | WA | 98101 | 2026-03-20 |
| 11 | CUST-D1 | Ricardo Lopez | rlopez@example.com | (555) 666-1212 | 999 Maple Ln | Denver | CO | 80202 | 2026-02-05 |
| 12 | CUST-E1 | John A Brown | jabrown@example.com | (555) 111-3333 | 111 First St | Boston | MA | 02101 | 2026-01-05 |
| 13 | CUST-E2 | John B Brown | jbbrown@example.com | (555) 111-4444 | 222 Second St | Boston | MA | 02102 | 2026-01-06 |
| 14 | CUST-F1 | Maria Costa | 333 Bay Rd | Miami | FL | 33101 | |||
| 15 | CUST-F2 | Maria Costa | mcosta@example.com | (555) 777-2222 | 333 Bay Rd | Miami | FL | 33101 | 2026-04-01 |