Module api Copy item path Source AnalyzeEntitiesRequest The entity analysis request message. AnalyzeEntitiesResponse The entity analysis response message. AnalyzeEntitySentimentRequest The entity-level sentiment analysis request message. AnalyzeEntitySentimentResponse The entity-level sentiment analysis response message. AnalyzeSentimentRequest The sentiment analysis request message. AnalyzeSentimentResponse The sentiment analysis response message. AnalyzeSyntaxRequest The syntax analysis request message. AnalyzeSyntaxResponse The syntax analysis response message. AnnotateTextRequest The request message for the text annotation API, which can perform multiple analysis types (sentiment, entities, and syntax) in one call. AnnotateTextRequestFeatures All available features for sentiment, syntax, and semantic analysis. Setting each one to true will enable that specific analysis for the input. AnnotateTextResponse The text annotations response message. ClassificationCategory Represents a category returned from the text classifier. ClassificationModelOptions Model options available for classification requests. ClassificationModelOptionsV1Model Options for the V1 model. ClassificationModelOptionsV2Model Options for the V2 model. ClassifyTextRequest The document classification request message. ClassifyTextResponse The document classification response message. CloudNaturalLanguage Central instance to access all CloudNaturalLanguage related resource activities DependencyEdge Represents dependency parse tree information for a token. (For more information on dependency labels, see http://www.aclweb.org/anthology/P13-2017 Document Represents the input to API methods. DocumentAnalyzeEntityCall Finds named entities (currently proper names and common nouns) in the text along with entity types, salience, mentions for each entity, and other properties. DocumentAnalyzeEntitySentimentCall Finds entities, similar to AnalyzeEntities in the text and analyzes sentiment associated with each entity and its mentions. DocumentAnalyzeSentimentCall Analyzes the sentiment of the provided text. DocumentAnalyzeSyntaxCall Analyzes the syntax of the text and provides sentence boundaries and tokenization along with part of speech tags, dependency trees, and other properties. DocumentAnnotateTextCall A convenience method that provides all the features that analyzeSentiment, analyzeEntities, and analyzeSyntax provide in one call. DocumentClassifyTextCall Classifies a document into categories. DocumentMethods A builder providing access to all methods supported on document resources.
It is not used directly, but through the CloudNaturalLanguage DocumentModerateTextCall Moderates a document for harmful and sensitive categories. Entity Represents a phrase in the text that is a known entity, such as a person, an organization, or location. The API associates information, such as salience and mentions, with entities. EntityMention Represents a mention for an entity in the text. Currently, proper noun mentions are supported. ModerateTextRequest The document moderation request message. ModerateTextResponse The document moderation response message. PartOfSpeech Represents part of speech information for a token. Parts of speech are as defined in http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf Sentence Represents a sentence in the input document. Sentiment Represents the feeling associated with the entire text or entities in the text. TextSpan Represents a text span in the input document. Token Represents the smallest syntactic building block of the text. Scope Identifies the an OAuth2 authorization scope.
A scope is needed when requesting an
authorization token .