How can you integrate generative AI models with Google Cloud Vertex AI

Question

With the help of Python programming, can you tell me how you can integrate generative AI models with Google Cloud Vertex AI?

Answer 1

To integrate generative AI models with Google Cloud Vertex AI, you can deploy the model as a custom container or upload it directly for serving using Vertex AI endpoints. 

Here is the code snippet using Python to deploy and invoke a generative AI model:

In the above code, we are using the following approaches:

• Model Deployment: Upload your generative model as a container image (image_uri) to Vertex AI.
• Endpoint Creation: Deploy the model to an endpoint for serving requests.
• Inference: Use the predict method to send inputs and receive generated outputs.

Hence, by referring to the above you can integrate generative AI models with Google Cloud Vertex AI