feat: Long prompt optimization with vapo

[inardini]

Description

This notebook demonstrates how to leverage Vertex AI prompt optimizer to optimize a long prompt for a Gemini model. The goal is to use Vertex AI prompt optimizer to find a new long prompt template that generates better responses.

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