CHANGELOG.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
docs/API_GUIDE.md
docs/FEATURE_COMPARISON_MATRIX.md
docs/PERFORMANCE_BENCHMARKS.md
docs/QUICK_START_GUIDE.md
docs/README.md
docs/guides/COMPLETE_USAGE_GUIDE.md
docs/guides/HUGGINGFACE_GUIDE.md
docs/guides/QWEN_SERVER_DEPLOYMENT.md
docs/guides/STREAMING_GUIDE.md
docs/guides/VIDEO_FEATURES_README.md
docs/release-notes/RELEASE_NOTES.md
docs/release-notes/RELEASE_NOTES_v1.1.0.md
examples/api_usage_examples.py
examples/batch_document_processing_demo.py
examples/cv_features_demo.py
examples/document_chunker_demo.py
examples/document_metadata_tracking_demo.py
examples/document_retrieval_and_ranking_demo.py
examples/dual_video_storage_demo.py
examples/embedding_compression_reconstruction_demo.py
examples/embedding_dimension_optimization_demo.py
examples/embedding_generator_demo.py
examples/embedding_to_2d_mapping_demo.py
examples/frame_ordering_analysis_demo.py
examples/frame_ordering_benchmarks.py
examples/frame_reordering_optimization_demo.py
examples/hierarchical_index_embedding_demo.py
examples/hierarchical_index_generation_demo.py
examples/hilbert_coordinate_generation_demo.py
examples/hybrid_search_demo.py
examples/inverse_hilbert_mapping_demo.py
examples/optimized_video_performance_demo.py
examples/parallel_video_search_demo.py
examples/performance_monitoring_demo.py
examples/qwen_prompt_analyzer.py
examples/rag_api_usage_examples.py
examples/rag_end_to_end_validation_demo.py
examples/rag_system_basic_example.py
examples/rag_validation_demo.py
examples/search_method_comparison.py
examples/search_performance_comparison.py
examples/simple_usage_example.py
examples/streaming_optimization_demo.py
examples/temporal_compression_optimization_demo.py
examples/video_frame_ordering_demo.py
examples/video_storage_demo.py
examples/video_vs_jpeg_comparison.py
hilbert_quantization/__init__.py
hilbert_quantization/api.py
hilbert_quantization/cli.py
hilbert_quantization/config.py
hilbert_quantization/exceptions.py
hilbert_quantization/interfaces.py
hilbert_quantization/models.py
hilbert_quantization/optimized.py
hilbert_quantization/py.typed
hilbert_quantization/video_api.py
hilbert_quantization/core/__init__.py
hilbert_quantization/core/compressor.py
hilbert_quantization/core/cv_features.py
hilbert_quantization/core/dimension_calculator.py
hilbert_quantization/core/hilbert_mapper.py
hilbert_quantization/core/index_generator.py
hilbert_quantization/core/pipeline.py
hilbert_quantization/core/precomputed_hilbert_index.py
hilbert_quantization/core/search_engine.py
hilbert_quantization/core/streaming_index_builder.py
hilbert_quantization/core/streaming_processor.py
hilbert_quantization/core/video_search.py
hilbert_quantization/core/video_storage.py
hilbert_quantization/rag/__init__.py
hilbert_quantization/rag/api.py
hilbert_quantization/rag/config.py
hilbert_quantization/rag/interfaces.py
hilbert_quantization/rag/models.py
hilbert_quantization/rag/validation.py
hilbert_quantization/rag/document_processing/__init__.py
hilbert_quantization/rag/document_processing/batch_processor.py
hilbert_quantization/rag/document_processing/chunker.py
hilbert_quantization/rag/document_processing/document_validator.py
hilbert_quantization/rag/document_processing/ipfs_integration.py
hilbert_quantization/rag/document_processing/metadata_manager.py
hilbert_quantization/rag/embedding_generation/__init__.py
hilbert_quantization/rag/embedding_generation/compressor.py
hilbert_quantization/rag/embedding_generation/dimension_calculator.py
hilbert_quantization/rag/embedding_generation/generator.py
hilbert_quantization/rag/embedding_generation/hierarchical_index_generator.py
hilbert_quantization/rag/embedding_generation/hilbert_mapper.py
hilbert_quantization/rag/embedding_generation/reconstructor.py
hilbert_quantization/rag/search/__init__.py
hilbert_quantization/rag/search/document_retrieval.py
hilbert_quantization/rag/search/engine.py
hilbert_quantization/rag/search/frame_cache.py
hilbert_quantization/rag/search/progressive_filter.py
hilbert_quantization/rag/search/result_ranking.py
hilbert_quantization/rag/search/similarity_calculator.py
hilbert_quantization/rag/video_storage/__init__.py
hilbert_quantization/rag/video_storage/dual_storage.py
hilbert_quantization/rag/video_storage/frame_cache.py
hilbert_quantization/rag/video_storage/index_generator.py
hilbert_quantization/rag/video_storage/video_manager.py
hilbert_quantization/utils/__init__.py
hilbert_quantization/utils/frame_ordering_analysis.py
hilbert_quantization/utils/metrics.py
hilbert_quantization/utils/padding.py
hilbert_quantization/utils/performance_monitor.py
hilbert_quantization/utils/validation.py
tests/__init__.py
tests/test_api.py
tests/test_batch_document_processing.py
tests/test_compression_integration.py
tests/test_compressor.py
tests/test_config.py
tests/test_config_management.py
tests/test_cv_features.py
tests/test_dimension_calculator.py
tests/test_document_chunker.py
tests/test_document_metadata_manager.py
tests/test_document_retrieval_and_ranking.py
tests/test_document_validation.py
tests/test_dual_video_storage.py
tests/test_embedding_compression_reconstruction.py
tests/test_embedding_generator.py
tests/test_end_to_end_validation.py
tests/test_frame_caching.py
tests/test_frame_ordering_analysis.py
tests/test_frame_ordering_benchmarks.py
tests/test_frame_reordering_optimization.py
tests/test_hierarchical_index_comparison.py
tests/test_hierarchical_index_generator.py
tests/test_hilbert_mapper.py
tests/test_hybrid_search.py
tests/test_index_generator.py
tests/test_inverse_mapping_requirements.py
tests/test_models.py
tests/test_padding_configuration.py
tests/test_parallel_video_search.py
tests/test_progressive_filtering.py
tests/test_quantization_pipeline.py
tests/test_rag_api.py
tests/test_rag_config_management.py
tests/test_rag_end_to_end_validation.py
tests/test_rag_hilbert_mapper.py
tests/test_rag_integration_comprehensive.py
tests/test_rag_performance_benchmarks.py
tests/test_rag_structure.py
tests/test_rag_validation.py
tests/test_reconstruction_pipeline.py
tests/test_search_engine.py
tests/test_similarity_calculation.py
tests/test_simple_end_to_end.py
tests/test_streaming_index_generator.py
tests/test_temporal_compression_optimization.py
tests/test_validation_metrics.py
tests/test_video_frame_ordering.py
tests/test_video_metadata_management.py
tests/test_video_storage_and_search_comprehensive.py
tests/test_video_storage_search_integration.py
tests/test_video_vs_jpeg_comparison.py