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Generative AI on Vertex AI is now in public preview!

Science & Technology

Introduction

In case you missed it, Google I/O was last week, bringing some exciting generative AI announcements. One of the key highlights is the availability of Palm 2 for text and chat to everyone through Vertex AI. Let's take a look at what you can do to get started.

Getting Started with Generative AI on Vertex AI

There are three easy ways to access generative AI via Vertex AI:

  1. API and Vertex AI Model Gardens: You can easily plug into your applications or deploy to a data science notebook with built-in MLOps tooling.
  2. Generative AI Studio: Use a simple UI for easy experimentation with prompt design.

Prompting Modes

There are many ways to prompt a model. Let's take a look at three major types:

  1. Zero-shot Prompting: Simply tell the model what you want.
  2. Few-shot Prompting: Provide instructions and examples to your model to guide its response.
  3. Structured Prompting: It makes it really easy to do few-shot prompting as you can provide context for how the model should respond, along with examples.

Check out the link in the description to learn more and take a deeper dive into all the generative AI announcements from Google I/O.

Keywords

  • Google I/O
  • Generative AI
  • Palm 2
  • Vertex AI
  • API
  • Model Gardens
  • MLOps
  • Generative AI Studio
  • Prompting
  • Zero-shot Prompt

FAQ

Q1: What is Palm 2?
A1: Palm 2 is a generative AI model for text and chat, now accessible to everyone via Vertex AI.

Q2: How can I use Vertex AI for generative AI?
A2: You can access generative AI through Vertex AI via API, Model Gardens, or Generative AI Studio for easy experimentation.

Q3: What are the different methods of prompting a generative AI model?
A3: The three major prompting methods are zero-shot prompting, few-shot prompting, and structured prompting.

Q4: What is Zero-shot Prompting?
A4: Zero-shot prompting is where you simply tell the model what you want without providing examples.

Q5: How does Few-shot Prompting work?
A5: Few-shot prompting involves providing instructions and examples to the model to help guide its responses.

Q6: Where can I find more information about the generative AI announcements from Google I/O?
A6: You can follow the link in the description of the video to learn more about the generative AI announcements from Google I/O.