ai.tock.nlp.model

Interface ModelBuilder

All Known Subinterfaces:

NlpClassifier

public ModelBuilder

To manage and build nlp models.

Constructor Detail

ModelBuilder

public ModelBuilder()

Method Detail

buildAndSaveTokenizerModel

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

buildIntentModel

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

buildAndSaveIntentModel

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

buildEntityModel

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

buildAndSaveEntityModel

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

isIntentModelExist

boolean isIntentModelExist(@NotNull
                           IntentContext context)

isEntityModelExist

boolean isEntityModelExist(@NotNull
                           EntityBuildContext context)

deleteOrphans

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

void warmupIntentModel(@NotNull
                       IntentContext context)

Stores in memory the model.

warmupEntityModel

void warmupEntityModel(@NotNull
                       EntityCallContext context)

Stores in memory the model.

getCurrentModelConfiguration

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

Returns the current model configuration.

updateModelConfiguration

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

Updates the model configuration for the given application name.