Deploy a Movie Recommendation System to AI Core Using Template Generator
- How to setup a VS Code template generator
- How to deploy generated code to AI Core
Dhrubajyoti PaulJuly 31, 2024
Prerequisites
- Understanding Of SAP AI Core
- Installing SAP AI Core toolkit VS Code extension
In this tutorial we would be Creating a movie recommendation Template and deploying the same using AI core.
- Step 1
In your Visual Studio Code Application, go to extensions and search for application wizard. Go to the Applictation wizard by SAP OS and install it.
Press Command + shift + p for mac and Control + shift + p for Windows to open control center and choose open template wizard.
When the template wizard is open, click on Explore and Install generators.
Search for ai core and install the @sap/ai-core generator.
- Step 2
- press Command + shift + p for mac and Control + shift + p for Windows to open control center and choose open template wizard.
- Once the Template generator opens choose AI core and press start.
- If you have your custom code choose Basic Project or if you wanted to use the pre-generated training and serving code use AI core sample project for this demo we are going to use.
- enter the project name and version and press enter
- fill up the details like scenario ID and Resource plan.
- Similarly fill the details for Serving Plan.
- Choose the demo sample project as Movie Recommendation and click on next.
- As a last step add the Docker Details like Docker registry URL and username and click next to create the project.
- It will create all the required folders in the current directory.
- Step 3
In the generated template visit Template folder > Pipelines and replace
ai-core_creds.jsonandS3_creds.jsonwith your actual AI core credentials.
Once done Under the same pipelines folder open AI-core-skd-notebook and replace the Configure variables with your own Variables and click on run all.
