Cloud Natural Language API
The natural language API (NL API) supports various methods to perform analysis and gist generation on text. This API has several methods, such as the following:
- Sentiment analysis: Emotional text is recognized and measured in numerical values
- Entity analysis: This highlights popular persons, restaurants, landmarks and so on, measured from highest to lowest in their order of occurrence
- Syntactic analysis: The structure of sentences or grammar can be tested, and the response is in the form of sentences and tokens
- Content classification: Analyzes and categories of text content
Each of these methods has its own APIs to perform several operations on the language. The result of the request can be either in plain text or in HTML format. Here it is also possible to perform all kinds of operation on a single instance on any language.
The architecture of the NLP API is illustrated in the following figure:
As you can see from the preceding figure, given an input sentence, the API...