Amazon Comprehend

The Amazon Comprehend Connected System Plug-in is part of Xebia's Amazon Services Suite. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. This plug-in can be used for the following use-cases:

• Detect language of the text
• Extract key phrases, places, people, brands, or events
• Identify the entities in the text and use them to map them to the customers, products, items, etc.
• Understand the sentiments of a text snippet
• Automatically organize a collection of text files by topic
• Train the custom classification on your use cases and use custom entity recognition to identify the learned entities

Functionality Included:

• Entity Recognition - Returns the named entities ("People," "Places," "Locations," etc.) that are automatically identified based on the input
• Key Phrase Extraction - Returns the key phrases or talking points and a confidence score to support that this is a key phrase.
• Sentiment Analysis - Returns the overall sentiment of a text (Positive, Negative, Neutral, or Mixed).
• Syntax Analysis - Returns the text analysis and identify word boundaries and labels like nouns and adjectives within the text.
• Language Detection - Returns the detected languages in the text with a confidence score.
• Medical Entity Detection - Returns the medical information such as medication, medical condition, test, treatment, and procedures (TTP), anatomy, and Protected Health Information (PHI).
• Custom Entity Detection - Allows you to customize Amazon Comprehend to identify terms that are specific to your domain.

For more details on how the Amazon Comprehend operations please check the Amazon Comprehend documentation.

Pre-requisites:

• Must have an Amazon Cloud account and Access Key with proper IAM access to Comprehend Service.
• Access Key Id: The access key id for connecting to comprehend service
• Secret Access Key: The secret access key for connecting to comprehend service
• Define Region: Sets the region to be used by the client. This will be used to determine both the service endpoint (e.g.: https://sns.us-west-1.amazonaws.com) and signing region (e.g.: us-west-1) for requests.

Vulnerability fixes