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google-cloud-vertex-ai

Sending http request Google Vertex AI end point

I've just deployed an ML model on Google vertex AI, it can make predictions using vertex AI web interface. But is it possible to send a request from a browser, for example, to this deployed model. Something like

http://myapp.cloud.google.com/input="features of an example"

and get the prediction as output. Thanks

Solution

  • Yes, you can send using endpoint URL as.

    https://us-central1-aiplatform.googleapis.com/v1beta1/projects/<PROJECT_ID>/locations/us-central1/endpoints/<ENDPOINT_ID>:predict

    Data should be given as in POST parameter.

    {
  "instances": 
    [1.4838871833555929,
 1.8659883497083019,
 2.234620276849616,
 1.0187816540094903,
 -2.530890710602246,
 -1.6046416850441676,
 -0.4651483719733302,
 -0.4952254087173721,
 0.774676376873553]
}

    URL should be Region Based.