feat: two-panel Gradio UI with faithfulness heatmap (F2)#4
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Closes #F2 - app.py: source/summary two-panel layout, per-sentence green/orange/red highlight via gr.HighlightedText, button loading state as progress indicator, accordion for ingested source + JSON export, user-facing error messages for empty/oversized/oversized-PDF input - tests/test_app.py: 6 unit tests covering _to_highlighted, run() with text and PDF, empty/oversized text rejection, oversized PDF rejection; all models mocked at the analyse/load_text/load_pdf boundary — no real weights loaded
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Closes #F2