# Web Service IN and OUT

## Description

**Web services** allow to consume the Machine Learning pipeline models after their deployment. These generated web services get the form of a REST API . They are deployed for inference between client and server.&#x20;

To make them communicate between one another, Web services use a set of defined protocols. The URL issued by our instance becomes our REST API endpoint . From this , we will be able to send our request into our Business Intelligence tools  or Applications .

![](https://1833277725-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-Lyc1OXsKqB2S62LxsOR%2F-M1_c3ur41wnlmjpVEir%2F-M1_dcictU5crU7vBahx%2Fwebservice.png?alt=media\&token=71351a79-fa0d-4cad-961b-49fe9943123f)

## Web Service IN

This module represents the input Web service.&#x20;

## Web Service OUT

‌This module represents the output Web Service.‌

## Example

![Source https://testautomationresources.com/api-testing/differences-web-services-api/  ](https://1833277725-files.gitbook.io/~/files/v0/b/gitbook-legacy-files/o/assets%2F-Lyc1OXsKqB2S62LxsOR%2F-M0weuuftAj7-RGNqv0a%2F-M0wfg_z1-a7USQdshd_%2Fimage.png?alt=media\&token=eb0e435b-c55d-458b-8ac5-557763e2022c)
