Using Clients to make a website to use your algorithm

Algorithm Clients

• There are many different languages that you can use to make a website, python code with a Django/Flask server, JQuery Sample Code with a Javascript backend, or generate other language clients with Swagger


• Python: Depending on data flowing a variety of ways to input and output the data into and out of the algorithm are generated.


• Curl: Command Line version using the algorithm.


• JQuery: A JavaScript example website is generated to access and use the algorithm.


• Swagger File: Allows for Clients in any language to be generated.

Python Client

Using Python Clients

• Using the python Code generated that uses the automated.ai PyPI library (pip install automatedai).


• See Automated.ai PyPI package


• You can access and use the algorithm with just a few lines of code as shown in the Jupyter Notebook based on the sample code provided.

Generating Clients with Swagger

Swagger Clients

• See http://editor.swagger.io/


• Swagger can be used to generated clients.


• Your swagger file is generated, simply cut and paste the file into a swagger editor and then you can test.


• Click Authenticate and past the Token provided into the prompt.


• Click on the POST and click Try it Out.


• Specify a testing JSON or string to send and click Execute.

Testing with Swagger

Using Swagger

• You should see an output JSON from the algorithm. In this case it is a JSON string.


• You can now select different languages for the client to be generated.

Swagger Clients

The Magic of Generating Clients with Swagger

• With the Swagger test of the API working correctly generate clients in languages based on needs.


• Select from one of the many languages the code is automatically generated.

Using jQuery Client Website

Use the JQuery HTML code to create a client demo website! Its simple to use your Generated Algorithm.

• Copy the HTML code generated into a .html file.


• Open the file in a browser.


• Paste the Token copied from the top of the generated code into the Token field.


• Send the data to the API.