Remove UMAP tooling from core #2
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Drop visualize_umap.py and related deps/docs so core stays focused on scan/search.
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Summary\n- Remove UMAP visualization script from the public core.\n- Drop UMAP/plotly/pandas deps from requirements.\n- Remove UMAP references from README/CONTRIBUTING/config example.\n- Update CI to only compile core CLI script.\n\n## Test plan\n- [x] python -m py_compile image_database.py\n