Struct IntentClassifier

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pub struct IntentClassifier { /* private fields */ }
Expand description

Main intent classifier that handles training and prediction

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impl IntentClassifier

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pub async fn new() -> Result<Self>

Create a new intent classifier with default configuration

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pub async fn with_config(config: ClassifierConfig) -> Result<Self>

Create a new intent classifier with custom configuration

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pub async fn predict_intent(&self, text: &str) -> Result<IntentPrediction>

Predict intent from natural language text

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pub async fn classify( &self, request: ClassificationRequest, ) -> Result<ClassificationResponse>

Classify text with additional request options

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pub async fn add_training_example(&self, example: TrainingExample) -> Result<()>

Add a training example

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pub async fn add_feedback(&self, feedback: IntentFeedback) -> Result<()>

Add user feedback to improve the classifier

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pub async fn get_stats(&self) -> ClassifierStats

Get classifier statistics

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pub async fn export_training_data(&self) -> Result<String>

Export training data as JSON

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pub async fn import_training_data(&self, json_data: &str) -> Result<()>

Import training data from JSON

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pub async fn clear_training_data(&self) -> Result<()>

Clear all training data

Trait Implementations§

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impl Clone for IntentClassifier

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fn clone(&self) -> IntentClassifier

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Default for IntentClassifier

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

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type Error = <U as TryFrom<T>>::Error

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