feat: add documentation, Streamlit GUI, and full source tree
- 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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test-cases/ec01_encoding_windows1252.csv
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test-cases/ec01_encoding_windows1252.csv
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customer_id,name,email,city
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E001,Björn Andersson,bjorn@example.com,Malmö
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E002,Bjorn Andersson,bjorn@example.com,Malmo
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E003,François Dupont,f.dupont@example.com,Montréal
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E004,Francois Dupont,f.dupont@example.com,Montreal
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E005,José García,jgarcia@example.com,México
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E006,Jose Garcia,jgarcia@example.com,Mexico
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E007,Müller GmbH,kontakt@muller.de,Köln
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E008,Muller GmbH,kontakt@muller.de,Koln
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E009,Unique Person,unique@example.com,London
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E010,Another Unique,another@example.com,Paris
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