Module advanced_features 

Advanced Features for Ruvector

This module provides advanced vector database capabilities:

• Enhanced Product Quantization with precomputed lookup tables
• Filtered Search with automatic strategy selection
• MMR (Maximal Marginal Relevance) for diversity
• Hybrid Search combining vector and keyword matching
• Conformal Prediction for uncertainty quantification

Re-exports

pub use conformal_prediction::ConformalConfig;

pub use conformal_prediction::ConformalPredictor;

pub use conformal_prediction::NonconformityMeasure;

pub use conformal_prediction::PredictionSet;

pub use filtered_search::FilterExpression;

pub use filtered_search::FilterStrategy;

pub use filtered_search::FilteredSearch;

pub use hybrid_search::BM25;

pub use hybrid_search::HybridConfig;

pub use hybrid_search::HybridSearch;

pub use hybrid_search::NormalizationStrategy;

pub use mmr::MMRConfig;

pub use mmr::MMRSearch;

pub use product_quantization::EnhancedPQ;

pub use product_quantization::LookupTable;

pub use product_quantization::PQConfig;

Modules

conformal_prediction

Conformal Prediction for Uncertainty Quantification

filtered_search

Filtered Search with Automatic Strategy Selection

hybrid_search

Hybrid Search: Combining Vector Similarity and Keyword Matching

mmr

Maximal Marginal Relevance (MMR) for Diversity-Aware Search

product_quantization

Enhanced Product Quantization with Precomputed Lookup Tables