Struct AnyModel 

pub struct AnyModel { /* private fields */ }

A wrapper that turns an extractor closure into a Model.

AnyModel supports ZeroShotNER and RelationCapable via closures (see with_zero_shot and with_relations).

Implementations

impl AnyModel

pub fn new( name: &'static str, description: &'static str, supported_types: Vec<EntityType>, extractor: impl Fn(&str, Option<Language>) -> Result<Vec<Entity>, Error> + Send + Sync + 'static, ) -> AnyModel

Create a new AnyModel wrapper.

Arguments

• name - Model identifier (e.g., “my-ner”)
• description - Human-readable description
• supported_types - Entity types this model can extract
• extractor - Closure that performs the actual extraction

pub fn with_version(self, version: impl Into<String>) -> AnyModel

Set the version string for cache invalidation.

pub fn with_zero_shot( self, f: impl Fn(&str, &[&str], f32) -> Result<Vec<Entity>, Error> + Send + Sync + 'static, ) -> AnyModel

Attach a ZeroShotNER implementation via closure.

When set, AnyModel will implement ZeroShotNER by delegating to this closure, and Model::capabilities() will report zero_shot = true.

pub fn with_relations( self, f: impl Fn(&str, Option<Language>) -> Result<(Vec<Entity>, Vec<Relation>), Error> + Send + Sync + 'static, ) -> AnyModel

Attach a RelationCapable implementation via closure.

When set, AnyModel will implement RelationCapable by delegating to this closure, and Model::capabilities() will report relation_capable = true.

Trait Implementations

impl Debug for AnyModel

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl Model for AnyModel

fn extract_entities( &self, text: &str, language: Option<Language>, ) -> Result<Vec<Entity>, Error>

Extract entities from text.

fn supported_types(&self) -> Vec<EntityType>

Get supported entity types.

fn is_available(&self) -> bool

Check if model is available and ready.

fn name(&self) -> &'static str

Get the model name/identifier.

fn description(&self) -> &'static str

Get a description of the model.

fn capabilities(&self) -> ModelCapabilities

Get capability summary for this model.

fn version(&self) -> String

Get a version identifier for the model configuration/weights.

fn extract_batch( &self, texts: &[&str], language: Option<Language>, ) -> Vec<Result<Vec<Entity>, Error>>

Extract entities from multiple texts.

impl RelationCapable for AnyModel

fn extract_with_relations( &self, text: &str, language: Option<Language>, ) -> Result<(Vec<Entity>, Vec<Relation>), Error>

Extract entities and their relations from text.

impl ZeroShotNER for AnyModel

fn extract_with_types( &self, text: &str, entity_types: &[&str], threshold: f32, ) -> Result<Vec<Entity>, Error>

Extract entities with custom types.

fn extract_with_descriptions( &self, text: &str, descriptions: &[&str], threshold: f32, ) -> Result<Vec<Entity>, Error>

Extract entities with natural language descriptions.

fn default_types(&self) -> &[&'static str]

Get default entity types for this model.