Module optimizer 

Query Optimizer

Automatically selects the best search strategy based on:

• Dataset size (brute force vs HNSW vs IVF-PQ)
• Query characteristics (batch size, filter selectivity)
• Performance requirements (accuracy vs speed trade-off)

Example

use oxify_vector::optimizer::{QueryOptimizer, OptimizerConfig, SearchStrategy};

let config = OptimizerConfig::default();
let optimizer = QueryOptimizer::new(config);

// Recommend strategy based on dataset size
let strategy = optimizer.recommend_strategy(1_000_000, 0.95);
assert_eq!(strategy, SearchStrategy::IvfPq);

Structs

OptimizerConfig

Optimizer configuration

QueryOptimizer

Query optimizer for selecting search strategies

QueryPlan

Query plan for execution

Enums

SearchStrategy

Search strategy recommendation