Vertex AI and Gemini Models
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Questions and Answers

What is the purpose of Code Assist?

  • To provide clear recommendations aligned with security and compliance requirements (correct)
  • To create a video about AI encoding
  • To modify the entire codebase within a short period of time
  • To read every single file and line of code in the repository

    • What is the significance of the Gemini cist?

  • It's a feature of Code Assist to handle large codebases
  • It's an AI encoding tool applied to the full repository (correct)
  • It's a tool used for local testing of modified apps
  • It's a requirement of the marketing team's request

    • Why is local testing necessary after modifying the codebase?

  • To meet the marketing team's requirements
  • To read every single file and line of code
  • To handle large codebases
  • To check the workflow of the modified apps (correct)

    • What was the marketing team's request?

    <p>To add a 'For You' recommendation section</p> Signup and view all the answers

    What is planned for the future?

    <p>A video about AI encoding</p> Signup and view all the answers

    What is a key feature of the Gemini 1.5 Pro model?

    <p>Support for 1-hour video and 11 hours of audio processing</p> Signup and view all the answers

    What is the primary function of the Vertex AI Agent Builder?

    <p>To create customer agents using a simple three-step process</p> Signup and view all the answers

    What is a unique capability of Enterprise agents?

    <p>Performing tasks and accomplishing things</p> Signup and view all the answers

    What is a benefit of integrating Vertex AI agents with Google Workspace?

    <p>Access to the agents directly from Google Chat</p> Signup and view all the answers

    What is the purpose of Vertex AI?

    <p>To create a single platform for model tooling and infrastructure</p> Signup and view all the answers

    What is the primary benefit of Code Assist in handling large codebases?

    <p>To provide insights and recommendations like an experienced teammate</p> Signup and view all the answers

    What is the estimated time required to modify the entire codebase?

    <p>Over 70 hours of non-stop work</p> Signup and view all the answers

    What is the key outcome of the updated marketing page?

    <p>A simple marketing page that meets the marketing team's requirements</p> Signup and view all the answers

    How does Code Assist ensure that code changes are aligned with the company's security and compliance requirements?

    <p>Through the use of Gemini's massive context window</p> Signup and view all the answers

    What is the approach recommended for making modifications to the codebase?

    <p>Not requiring a thorough review of the code</p> Signup and view all the answers

    Study Notes

    Vertex AI Agent Platform

    • Google Cloud has launched a new agent platform, Vertex AI, which allows users to create customer agents that can process vast amounts of information in a single stream.
    • The platform offers a single platform for model tooling and infrastructure.
    • Vertex AI allows users to fine-tune models, augment and manage them, and monitor their performance.

    Gemini Models

    • Gemini 1.5 Pro is a model that offers a large context window, supporting up to 1 million tokens.
    • The model is designed for coding and can process vast amounts of information, including 1-hour video and 11 hours of audio.
    • Gemini models can be fine-tuned for specific use cases, such as coding.

    Vertex AI Agent Builder

    • The Vertex AI Agent Builder is a tool that allows users to create customer agents using a simple three-step process.
    • The tool allows users to create free-flowing human-like conversations with text, voice, images, and video as inputs.
    • Users can personalize the agents with custom voice models and control the conversation flow using natural language instructions.

    Enterprise Agents

    • Google is introducing a new type of agent, called Enterprise agents, which can perform tasks and accomplish things.
    • These agents can be integrated with Enterprise data, including databases like Alloy DB and Big Query.
    • The agents can also be used to automate tasks, such as benefits enrollment and document summarization.

    Google Workspace Integration

    • The Vertex AI agents can be integrated with Google Workspace, allowing users to access the agents directly from Google Chat.
    • The agents can summarize emails and attached videos, and provide recommendations based on the content.
    • The agents can also be used to create videos using Google Vids, a new video creation app for work.

    Code Assist

    • Code Assist is a feature of Vertex AI that allows developers to code with the assistance of AI.
    • The feature uses Gemini's massive context window to provide clear recommendations and ensure that the code changes are aligned with the company's security and compliance requirements.
    • Code Assist can handle large codebases, with over 100,000 lines of code, and can provide insights and recommendations like an experienced teammate.### Google Workspace Updates
    • Gemini cist, an AI encoding tool, has been applied to the full repository
    • Modifying the entire codebase would take over 70 hours of non-stop work
    • Local testing is essential to check the workflow of modified apps

    Code Modification

    • Making modifications to the codebase doesn't require reading every single file and line of code
    • Checking the workout by testing the modified app locally is a necessary step

    Marketing Team Request

    • The marketing team requested a "For You" recommendation section
    • The updated marketing page is simple, but meets the marketing team's requirements

    Future Plans

    • A video about AI encoding will be created in the future
    • Excitement about Google's announced cool stuff, despite limitations in the agent Builder

    Vertex AI Agent Platform

    • Vertex AI is a new agent platform launched by Google Cloud, enabling users to create customer agents that can process vast amounts of information in a single stream.
    • The platform offers a single platform for model tooling and infrastructure, allowing users to fine-tune models, augment and manage them, and monitor their performance.

    Gemini Models

    • Gemini 1.5 Pro is a model that supports up to 1 million tokens, offering a large context window, and is designed for coding.
    • Gemini models can process vast amounts of information, including 1-hour video and 11 hours of audio, and can be fine-tuned for specific use cases.

    Vertex AI Agent Builder

    • The Vertex AI Agent Builder is a tool that allows users to create customer agents using a three-step process, enabling free-flowing human-like conversations with text, voice, images, and video as inputs.
    • Users can personalize the agents with custom voice models and control the conversation flow using natural language instructions.

    Enterprise Agents

    • Enterprise agents are a new type of agent that can perform tasks and accomplish things, and can be integrated with Enterprise data, including databases like Alloy DB and Big Query.
    • These agents can automate tasks, such as benefits enrollment and document summarization.

    Google Workspace Integration

    • Vertex AI agents can be integrated with Google Workspace, allowing users to access the agents directly from Google Chat.
    • The agents can summarize emails and attached videos, and provide recommendations based on the content.

    Code Assist

    • Code Assist is a feature of Vertex AI that allows developers to code with the assistance of AI, providing clear recommendations and ensuring code changes align with company security and compliance requirements.
    • Code Assist can handle large codebases, with over 100,000 lines of code, and provide insights and recommendations.

    Code Modification and Google Workspace Updates

    • Gemini's massive context window has been applied to the full repository, requiring over 70 hours of non-stop work to modify the entire codebase.
    • Local testing is essential to check the workflow of modified apps.

    Marketing Team Request

    • The marketing team requested a "For You" recommendation section, which has been implemented in the updated marketing page.

    Future Plans

    • A video about AI encoding is planned for future creation.
    • Excitement surrounds Google's announced features, despite limitations in the agent Builder.

    Vertex AI Agent Platform

    • Vertex AI is a new agent platform launched by Google Cloud, enabling users to create customer agents that can process vast amounts of information in a single stream.
    • The platform offers a single platform for model tooling and infrastructure, allowing users to fine-tune models, augment and manage them, and monitor their performance.

    Gemini Models

    • Gemini 1.5 Pro is a model that supports up to 1 million tokens, offering a large context window, and is designed for coding.
    • Gemini models can process vast amounts of information, including 1-hour video and 11 hours of audio, and can be fine-tuned for specific use cases.

    Vertex AI Agent Builder

    • The Vertex AI Agent Builder is a tool that allows users to create customer agents using a three-step process, enabling free-flowing human-like conversations with text, voice, images, and video as inputs.
    • Users can personalize the agents with custom voice models and control the conversation flow using natural language instructions.

    Enterprise Agents

    • Enterprise agents are a new type of agent that can perform tasks and accomplish things, and can be integrated with Enterprise data, including databases like Alloy DB and Big Query.
    • These agents can automate tasks, such as benefits enrollment and document summarization.

    Google Workspace Integration

    • Vertex AI agents can be integrated with Google Workspace, allowing users to access the agents directly from Google Chat.
    • The agents can summarize emails and attached videos, and provide recommendations based on the content.

    Code Assist

    • Code Assist is a feature of Vertex AI that allows developers to code with the assistance of AI, providing clear recommendations and ensuring code changes align with company security and compliance requirements.
    • Code Assist can handle large codebases, with over 100,000 lines of code, and provide insights and recommendations.

    Code Modification and Google Workspace Updates

    • Gemini's massive context window has been applied to the full repository, requiring over 70 hours of non-stop work to modify the entire codebase.
    • Local testing is essential to check the workflow of modified apps.

    Marketing Team Request

    • The marketing team requested a "For You" recommendation section, which has been implemented in the updated marketing page.

    Future Plans

    • A video about AI encoding is planned for future creation.
    • Excitement surrounds Google's announced features, despite limitations in the agent Builder.

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    Description

    Learn about Google Cloud's Vertex AI platform, which allows users to create customer agents and fine-tune models, and Gemini Models, a type of model that offers a large context window.

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