pub struct AutoMLOptimizer { /* private fields */ }Expand description
AutoML optimizer for embedding and vector search configurations
Implementations§
Source§impl AutoMLOptimizer
impl AutoMLOptimizer
Sourcepub fn new(config: AutoMLConfig) -> Result<Self>
pub fn new(config: AutoMLConfig) -> Result<Self>
Create a new AutoML optimizer
Sourcepub fn with_default_config() -> Result<Self>
pub fn with_default_config() -> Result<Self>
Create optimizer with default configuration
Sourcepub async fn optimize_embeddings(
&self,
training_data: &[(String, String)],
validation_data: &[(String, String)],
test_queries: &[(String, Vec<String>)],
) -> Result<AutoMLResults>
pub async fn optimize_embeddings( &self, training_data: &[(String, String)], validation_data: &[(String, String)], test_queries: &[(String, Vec<String>)], ) -> Result<AutoMLResults>
Optimize embedding configuration for given dataset
Sourcepub fn get_optimization_statistics(&self) -> AutoMLStatistics
pub fn get_optimization_statistics(&self) -> AutoMLStatistics
Get optimization statistics
Auto Trait Implementations§
impl Freeze for AutoMLOptimizer
impl !RefUnwindSafe for AutoMLOptimizer
impl Send for AutoMLOptimizer
impl Sync for AutoMLOptimizer
impl Unpin for AutoMLOptimizer
impl !UnwindSafe for AutoMLOptimizer
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