- 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 | lead_id | first_name | last_name | phone | company | lead_source | captured_date | |
|---|---|---|---|---|---|---|---|---|
| 2 | L001 | Patricia | Anders | p.anders@bigco.com | (555) 100-2222 | Big Co | trade_show | 2026-02-15 |
| 3 | L045 | Pat | Anders | p.anders@bigco.com | 5551002222 | Big Co Inc | 2026-03-01 | |
| 4 | L091 | Patty | Anders | panders@bigco.com | (555) 100-2222 | BigCo | webinar | 2026-03-22 |
| 5 | L010 | Mohammed | Khan | m.khan@example.com | (555) 200-3333 | Khan Industries | trade_show | 2026-02-15 |
| 6 | L032 | Muhammad | Khan | mkhan@example.com | (555) 200-3333 | Khan Industries | cold_outreach | 2026-02-28 |
| 7 | L067 | Mohammad | Khan | m.khan@example.com | (555) 200-3333 | Khan Industries Inc | referral | 2026-03-10 |
| 8 | L020 | Sarah | Lee, VP Marketing | slee@target.com | (555) 300-4444 | Target Corp | 2026-02-20 | |
| 9 | L058 | Sarah | Lee | slee@target.com | (555) 300-4444 | Target Corp | webinar | 2026-03-05 |
| 10 | L080 | John | Adams | jadams@enterprise.com | (555) 400-5555 | Enterprise Inc | trade_show | 2026-03-15 |
| 11 | L081 | John | Adams II | jadams2@enterprise.com | (555) 400-5556 | Enterprise Inc | trade_show | 2026-03-15 |
| 12 | L100 | Wei | Chen | wchen@startup.io | (555) 500-6666 | Startup IO | referral | 2026-03-20 |
| 13 | L101 | Olivia | Mendez | omendez@agency.com | (555) 600-7777 | Agency Co | 2026-03-21 | |
| 14 | L102 | Raj | Patel | rpatel@firm.com | (555) 700-8888 | Firm LLC | cold_outreach | 2026-03-22 |
| 15 | L103 | Emma | Wright | ewright@consulting.com | (555) 800-9999 | Wright Consulting | webinar | 2026-03-23 |