ai.tock.nlp.model.service

Class NlpClassifierService

ai.tock.nlp.model.service.NlpClassifierService

public class NlpClassifierService

Field Summary

Fields

Modifier and Type	Field and Description
static NlpClassifierService	INSTANCE

Method Summary

Modifier and Type	Method and Description
void	buildAndSaveEntityModel(ai.tock.nlp.model.EntityBuildContext context, java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)
void	buildAndSaveIntentModel(ai.tock.nlp.model.IntentContext context, java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)
void	buildAndSaveTokenizerModel(ai.tock.nlp.model.TokenizerContext context, java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)
ai.tock.nlp.model.ModelHolder	buildEntityModel(ai.tock.nlp.model.EntityBuildContext context, java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)
ai.tock.nlp.model.ModelHolder	buildIntentModel(ai.tock.nlp.model.IntentContext context, java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)
java.util.List<ai.tock.nlp.core.EntityRecognition>	classifyEntities(ai.tock.nlp.model.EntityCallContext context, java.lang.String text)
java.util.List<ai.tock.nlp.core.EntityRecognition>	classifyEntities(ai.tock.nlp.model.EntityCallContext context, ai.tock.nlp.model.ModelHolder modelHolder, java.lang.String text)
ai.tock.nlp.core.IntentClassification	classifyIntent(ai.tock.nlp.model.IntentContext context, java.lang.String text)
ai.tock.nlp.core.IntentClassification	classifyIntent(ai.tock.nlp.model.IntentContext context, ai.tock.nlp.model.ModelHolder modelHolder, java.lang.String text)
void	deleteOrphans(java.util.Map<ai.tock.nlp.core.Application,? extends java.util.Set<ai.tock.nlp.core.Intent>> applicationsAndIntents, java.util.List<ai.tock.nlp.core.EntityType> entityTypes)
ai.tock.nlp.core.configuration.NlpApplicationConfiguration	getCurrentModelConfiguration(java.lang.String applicationName, ai.tock.nlp.core.NlpEngineType nlpEngineType)
boolean	isEntityModelExist(ai.tock.nlp.model.EntityBuildContext context)
boolean	isIntentModelExist(ai.tock.nlp.model.IntentContext context)
java.util.Set<ai.tock.nlp.core.NlpEngineType>	supportedNlpEngineTypes()
void	updateModelConfiguration(java.lang.String applicationName, ai.tock.nlp.core.NlpEngineType engineType, ai.tock.nlp.core.configuration.NlpApplicationConfiguration configuration)
void	warmupEntityModel(ai.tock.nlp.model.EntityCallContext context)
void	warmupIntentModel(ai.tock.nlp.model.IntentContext context)

Field Detail

INSTANCE

public static NlpClassifierService INSTANCE

Method Detail

supportedNlpEngineTypes

@NotNull
public java.util.Set<ai.tock.nlp.core.NlpEngineType> supportedNlpEngineTypes()

classifyIntent

@NotNull
public ai.tock.nlp.core.IntentClassification classifyIntent(@NotNull
                                                                     ai.tock.nlp.model.IntentContext context,
                                                                     @NotNull
                                                                     java.lang.String text)

classifyIntent

@NotNull
public ai.tock.nlp.core.IntentClassification classifyIntent(@NotNull
                                                                     ai.tock.nlp.model.IntentContext context,
                                                                     @NotNull
                                                                     ai.tock.nlp.model.ModelHolder modelHolder,
                                                                     @NotNull
                                                                     java.lang.String text)

classifyEntities

@NotNull
public java.util.List<ai.tock.nlp.core.EntityRecognition> classifyEntities(@NotNull
                                                                                    ai.tock.nlp.model.EntityCallContext context,
                                                                                    @NotNull
                                                                                    java.lang.String text)

classifyEntities

@NotNull
public java.util.List<ai.tock.nlp.core.EntityRecognition> classifyEntities(@NotNull
                                                                                    ai.tock.nlp.model.EntityCallContext context,
                                                                                    @NotNull
                                                                                    ai.tock.nlp.model.ModelHolder modelHolder,
                                                                                    @NotNull
                                                                                    java.lang.String text)

buildAndSaveTokenizerModel

public void buildAndSaveTokenizerModel(@NotNull
                                       ai.tock.nlp.model.TokenizerContext context,
                                       @NotNull
                                       java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)

buildIntentModel

@NotNull
public ai.tock.nlp.model.ModelHolder buildIntentModel(@NotNull
                                                               ai.tock.nlp.model.IntentContext context,
                                                               @NotNull
                                                               java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)

buildAndSaveIntentModel

public void buildAndSaveIntentModel(@NotNull
                                    ai.tock.nlp.model.IntentContext context,
                                    @NotNull
                                    java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)

buildEntityModel

@Nullable
public ai.tock.nlp.model.ModelHolder buildEntityModel(@NotNull
                                                                ai.tock.nlp.model.EntityBuildContext context,
                                                                @NotNull
                                                                java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)

buildAndSaveEntityModel

public void buildAndSaveEntityModel(@NotNull
                                    ai.tock.nlp.model.EntityBuildContext context,
                                    @NotNull
                                    java.util.List<ai.tock.nlp.core.sample.SampleExpression> expressions)

isIntentModelExist

public boolean isIntentModelExist(@NotNull
                                  ai.tock.nlp.model.IntentContext context)

isEntityModelExist

public boolean isEntityModelExist(@NotNull
                                  ai.tock.nlp.model.EntityBuildContext context)

deleteOrphans

public void deleteOrphans(@NotNull
                          java.util.Map<ai.tock.nlp.core.Application,? extends java.util.Set<ai.tock.nlp.core.Intent>> applicationsAndIntents,
                          @NotNull
                          java.util.List<ai.tock.nlp.core.EntityType> entityTypes)

warmupIntentModel

public void warmupIntentModel(@NotNull
                              ai.tock.nlp.model.IntentContext context)

warmupEntityModel

public void warmupEntityModel(@NotNull
                              ai.tock.nlp.model.EntityCallContext context)

getCurrentModelConfiguration

@NotNull
public ai.tock.nlp.core.configuration.NlpApplicationConfiguration getCurrentModelConfiguration(@NotNull
                                                                                                        java.lang.String applicationName,
                                                                                                        @NotNull
                                                                                                        ai.tock.nlp.core.NlpEngineType nlpEngineType)

updateModelConfiguration

public void updateModelConfiguration(@NotNull
                                     java.lang.String applicationName,
                                     @NotNull
                                     ai.tock.nlp.core.NlpEngineType engineType,
                                     @NotNull
                                     ai.tock.nlp.core.configuration.NlpApplicationConfiguration configuration)