Google Cloud Platform Natural Language API

Natural Language API

Natural language API is developed by Google which is one of most useful and important API. This API opposes the structure and meaning of the text which were written by offering powerful machine learning model. With the help of these API, we can use REST API in a very easy manner. Also, we can extract information about people, places, events and much more things which are mentioned in our text documents. We can get entity details, sentiment and syntactical details from this API analysis. We can analyze a conversation like chat, email or social media details by using this API. If we can combine particularly with this API with Google speech API we can extract the information from audio conversation. Also, if we use this API with vision OCR then we can understand the scanned documents too. By the help of Google Translate API, we can translate multiple languages and extract information from that language. We can extract information from graphs by the help of syntax analysis.

This deployment manager uses three types of files :

A configuration file, written in YAML.
Template file, written in python or Ninja2.
Schema files which define rules for the templet.

Features :

Syntax Analysis

This natural language API can easily analysis the syntax of the sentence. We can easily understand parts of speech, lemma, and dependency in every sentence. It creates a parse tree for every sentence for better understanding.

Entity Sentiment Analysis

We can understand about the entity within the text blog and recognise the sentiment behind each sentence or text. We can identify the entity like people, place, event, media, product, location etc.

Multi-Language

We analyze text of multiple languages like Japanese, English, German, Chinese, French, Portuguese and much more.

Integrated REST API

We can upload text in the API via cloud storage. Cloud storage is integrated with this API. We can also integrate other API's like Google translate, Google speech, Google OCR. Pricing for this product for entity, syntax, sentiment, and entity sentiment analysis it is free up to 5k units per month after which you'll be charged according to use.

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