We were founded in 2005 in a tiny apartment in Bucharest, Romania as DeskOver.

Fittingly, it was a customer who, in 2012, first saw the immense possibilities for us in the fledgling RPA market. Our desktop automation product launched in 2013. In 2015, we introduced our enterprise platform along with our new name.

Today, UiPath is the fastest-growing enterprise software company in history with scores of offices, thousands of employees, partnerships with the world’s best consulting and BPO firms, a **500,000-strong developer community**, and **5MM+ robots at work** in over **5,000 global enterprises.**

Our mission is to deliver the leading Robotic Process Automation platform to our clients for an automation first mindset.

We build software robots that automate repetitive processes. Our software robots take on the tedious, mind-numbing work and free people to do the more stimulating, creative work worth doing.

But no matter how much we’ve grown, one thing hasn’t changed. We’re still building a company we love to work for

22ac2b39-8e69-4be8-8c56-879cf6d99177.png

9adca899-1642-4c31-a3f1-50d381376a3c.jpg

Product Manager

bbac042a-735e-43b7-95e1-697609e3a4ca.nupkg

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in unstructured text and data.

  

The Amazon Comprehend activities give you the ability to automate interactions with the Amazon Comprehend services including sentiment analysis, document classification, key phrase and entity extraction, tags, language, and syntax. [Amazon Comprehend Medical](https://aws.amazon.com/comprehend/medical/) extracts complex medical information by detecting entities such as medications and Protected Health Information (PHI) and linking them to standardized medical knowledge bases such as ICD-10-CM and RxNorm.

  

This **UiPath official** package includes the following activities:

  

· Amazon Comprehend Scope (provides authentication for all Amazon Comprehend  activities)

· Invoke Method (allows you to call any Amazon Comprehend API)

· Medical Entity Analysis

· Infer ICD10M

· Infer RxNorm

  

Amazon Comprehend is currently under Preview for Official Release. To log support, please login or register to become an insider. [https://insider.uipath.com/](https://insider.uipath.com/)

  

Documentation is at https://docs.uipath.com/activities/docs/amazoncomprehend-about

Simplify natural language processing (NLP) using UiPath’s Amazon Comprehend Activity Pack.

c915963a-c16c-486f-979f-ec2c4b724a4d.jpg

f72d1960-c45d-41b1-b437-11b0cbd6c63c.jpg

0ba6caea-af73-434e-b225-fc8eeb4f025e.jpg

Visual Basic

ce6f5469-ae4f-49f8-9fb7-c03e37fd71d1.zip

25e6bc46-1a6b-4882-8331-484c34fb45dd.nupkg

f3f16a98-5962-4874-8297-db22a9b4a5a6.nupkg

55f724a8-45bc-4d30-90df-a44285a34c23.nupkg

677b599d-b98c-47fd-a82d-42f0fe8214a5.zip

4c96b082-8076-465b-9f2b-a00360e41ae7.nupkg

b9f6d63e-807a-43fc-8d8d-72fff7147c45.zip

1cc5d2ed-c24c-46c9-9c7f-423bac100b2a.nupkg

0b3053f6-ea3c-4f01-b4e6-dda6e5aa0897.zip

4b53579e-0b39-43d7-8677-b99fa5e13f43.nupkg

4f5e9eea-847f-4d09-b6ea-04f6754471dd.zip

7d096ec4-fa73-4138-98df-d498799f8b47.nupkg

Introduction to Amazon Comprehend for Natural Language Processing
-----------------------------------------------------------------

Amazon Comprehend serves as a prominent solution for the realm of natural language processing and textual analysis. It is instrumental in the analysis of a variety of textual data sources, including but not limited to customer emails, support tickets, product reviews, social media content, and advertising copy. These insights derived from the analysis of customer sentiment can be effectively leveraged to benefit your business.

Amazon Comprehend Activities for UiPath
---------------------------------------

The Amazon Comprehend activities empowers users to automate interactions with the Amazon Comprehend service. Comprising a comprehensive set of APIs, this activities package equips users with the following text and document analysis capabilities.

### Key Capabilities of Amazon Comprehend

*   **Keyphrase Extraction:** Provides key phrases or pivotal talking points along with a confidence score attesting to their significance.
*   **Sentiment Analysis:** Offers an overarching sentiment assessment of a given text, categorizing it as Positive, Negative, Neutral, or Mixed.
*   **Syntax Analysis:** Involves the tagging of verbs and other linguistic elements for enhanced analysis.
*   **Entity Recognition:** Identifies and categorizes named entities such as "People," "Places," "Locations," and more, based on the provided text.
*   **Comprehend Medical:** Specialized capabilities for medical text analysis.
*   **Custom Entities:** Allows for the incorporation of custom entities tailored to specific requirements.
*   **Language Detection:** Identifies the language of the text content.
*   **Custom Classification:** Supports custom text classification for tailored analysis.
*   **Topic Modeling:** Enables the identification of topics within textual data.
*   **Multiple Language Support:** Facilitates analysis of content in multiple languages.
*   **Medical Ontology Linkage:** Supports the linking of medical information to established ontologies.

### Establishing Connection with Amazon Comprehend

To establish outbound automation between UiPath and Amazon Comprehend, the Amazon Comprehend activities facilitate an authenticated connection to your AWS resources through their associated activities. Once the connection is established, you can integrate these activities into new automation projects or add them to existing ones.

### Setting Up AWS IAM Authorization

To establish an authenticated connection, the Amazon Textract activities need authorization from the [AWS Identity and Access Management (IAM)](https://docs.aws.amazon.com/IAM/latest/UserGuide/introduction.html) service.

To enable AWS IAM authorization, you create or use an existing [IAM user](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_users.html) and generate [access keys](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_access-keys.html) (Access Key Id and Secret Access Key). When creating your IAM user, you assign the [policies and permissions](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies.html) that specify the resources your Robot can access (e.g., _AmazonTextractFullAccess_).

After creating your IAM user and assigning your policies, you enter the Access Key Id and Secret Access Key in the **Amazon Scope** activity. When you run your automation project, the keys are used to sign the API requests being made by each of the activities.

### Activities in the Amazon Comprehend Activities Package

The activities included in the Amazon Comprehend Activities Package are:

### [Amazon Comprehend Scope](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-scope)

Establishes an authenticated connection between UiPath and your AWS resources using IAM credentials.

### [Invoke Method](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-invoke-method)

The **Invoke Method** activity allows you to specify any public [Amazon Comprehend](https://docs.aws.amazon.com/comprehend/latest/dg/API_Operations_Amazon_Comprehend.html) API operation and its relevant properties. After invoking the operation, the activity outputs the any properties that you have set as variables and the status of the request (success/failure information) in a ResponseStatus object that you can use in subsequent activities (e.g., conditional logic).

### [Infer ICD10CM](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-infer-icd10cm)

The **Infer ICD10CM** activity allows you to infer ICD10CM information from a text string. After completing the operation, the activity outputs the result of the operation in an Entities record.

### [Infer RxNorm](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-infer-rxnorm)

The **Infer RxNorm** activity allows you to infer RxNorm information from a text string. After completing the operation, the activity outputs the result of the operation in an Entities record.

### [Medical Entities Analysis](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-medical-entities-analysis)

The **Infer Medical Entities Analysis** activity allows you to specify any of the public [Amazon Comprehend Medical](https://docs.aws.amazon.com/comprehend/latest/dg/API_Operations_Amazon_Comprehend_Medical.html) API Medical Entities Analysis operations and its relevant properties. After invoking the operation, the activity outputs the any properties that you have set as variables and the status of the request (success/failure information) in a ResponseStatus object that you can use in subsequent activities (e.g., conditional logic).

### [PHI Analysis](https://docs.uipath.com/activities/other/latest/legacy-integrations/amazoncomprehend-phi-analysis)

The **Infer PHI Analysis** activity allows you to specify any of the public [Amazon Comprehend Medical](https://docs.aws.amazon.com/comprehend/latest/dg/API_Operations_Amazon_Comprehend_Medical.html) API PHI Analysisoperations and its relevant properties. After invoking the operation, the activity outputs the any properties that you have set as variables and the status of the request (success/failure information) in a ResponseStatus object that you can use in subsequent activities (e.g., conditional logic).

dcb577eb-f33e-4681-ae52-19ef8950b4ca.nupkg