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CognitiveServiceDemo

requirement

Our goal is to set up an Azure Cognitive Services account and deploy a language model into it. The environment needs to be created in a reproducible manner, in our case scripted in Terraform. Please complete the following draft so that a secure Azure Cognitive Services account gets created and the “gpt-35-turbo” model gets deployed. Make sure that the API is only accessible via private Endpoint.

Cognitive search service created and “gpt-35-turbo” model gets deployed. Alt text

private endpoint connection to the cognitive service Alt text

Alt text

Some higlights

  1. Github action to support CI/CD IaC pipeline. Code will be automatically deployed to azure
  2. Pre-commit check to improve coding efficiency.
  3. Backend using remote one, resides on azure
  4. Tagged well for better resource inventory
  5. Private zone and private endpoint/url supported.