How can I leverage Google s Vertex AI to process multiple CSV files using generative AI techniques

Question

Can you tell me How can I leverage Google’s Vertex AI to process multiple CSV files using generative AI techniques?

Answer 1

Leveraging Google’s Vertex AI to process multiple CSV files using generative AI involves using Cloud Storage for file handling, Vertex AI for model inference, and a pipeline to automate data processing.

Here is the code snippet you can refer to:

In the above code we are using the following key points:

• Uses Google Cloud Storage (GCS) for handling CSV files.
• Integrates Vertex AI Generative Model to process text data.
• Automates Batch Processing for multiple CSVs.
• Stores Processed Results Back into GCS.

Hence, processing multiple CSV files with Vertex AI involves loading from Cloud Storage, applying Generative AI models, and automating results storage.