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docs: rewrite README for split-provider architecture
Update usage examples for the scan_provider + lookup_provider API. Document the three-path adaptive filtering (unfiltered HNSW, high-sel HNSW filtered, low-sel Parquet-native). Remove stale DataFusion 51 API notes and benchmark section.
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