Google Releases AI AGENT BUILDER! 🤖 Worth The Wait?

Summary

Google Cloud's 2024 keynote introduced Vertex AI, an enterprise AI platform with a model garden offering over 130 models, including Gemini 1.5 Pro with a 1 million token context window. The platform enhances capabilities for processing vast information and audio, enabling innovative applications. Google also launched Vertex AI Agent Builder for creating customer service agents and showcased its integration with Google Workspace for employee productivity. Additionally, Google Vids, an AI-powered video creation app, and advancements in code assistance with Gemini's large context window were highlighted, demonstrating Google's commitment to AI-enhanced workplace tools.

Takeaways

• 🚀 Google has launched an agent platform at Google Cloud Next 2024, focusing on AI advancements.
• 🌟 The Vertex AI Model Garden offers access to over 130 models, including Gemini, Claude from Anthropic, and popular open models like LLaMA and Gemma.
• 🔍 Google's Vertex AI allows users to choose the best AI model for their specific use case, budget, and performance needs, with the ability to switch between models seamlessly.
• 📢 Gemini 1.5 Pro is now in public preview, offering a massive 1 million token context window, which is particularly impressive for processing large amounts of information.
• 🎥 The platform can handle multimodal reasoning, such as analyzing text and video to identify specific items or information, as demonstrated in a shopping assistance demo.
• 🔧 Google introduced Code Gemma, a fine-tuned, lightweight open model designed for coding, leveraging the same technology used to create Gemini.
• 🛠️ Vertex AI Agent Builder is a tool that allows users to create powerful customer agents with human-like conversations and natural language instructions to control conversation flow.
• 🔗 The agent platform can integrate enterprise data from operational databases and applications, enhancing its capabilities to perform tasks and provide customer service.
• 👥 Google showcased customer agents in various industries, such as automotive, travel, and retail, emphasizing the platform's versatility in improving customer experiences.
• 📝 The script highlights the potential of AI in the workplace, with agents capable of performing tasks, understanding complex data, and assisting with processes like benefits enrollment.
• 🎬 Google announced 'Google Vids', an AI-powered video creation app for work, which uses Gemini to assist with video writing, production, and editing based on user prompts and context.

Q & A

What is the main focus of the Google Cloud Next 2024 keynote speech discussed in the script?

The main focus is the announcement of Google's new agent platform and the features of Vertex AI, including its model garden with over 130 models and the public preview of Gemini 1.5 Pro.

What are some of the models available in Google's Vertex AI model garden?

Some of the models include Gemini, Claude from Anthropic, Llama, Gemma, and MRR, as well as open models like Stable Diffusion and others.

What is the significance of the 1 million token context window in Gemini 1.5 Pro?

The 1 million token context window allows for processing vast amounts of information in a single stream, enabling tasks such as analyzing an hour-long video or over 30,000 lines of code in a single context window.

How does Google's Vertex AI platform differ from other AI platforms in terms of model offerings?

Vertex AI is unique in that it offers a combination of first-party, third-party, and open-source models, and provides capabilities to fine-tune, augment, manage, and monitor these models.

What is the role of the Vertex AI Agent Builder in creating customer agents?

The Vertex AI Agent Builder allows users to create powerful customer agents through three key steps: creating humanlike conversations with various inputs, controlling conversation flow with natural language instructions, and improving response quality with search and extensions to complete tasks for customers.

How does Google's new product, Google Vids, integrate with other Google Workspace apps?

Google Vids integrates with other Google Workspace apps by allowing users to use existing documents for context, suggesting a narrative outline, and creating fully animated scenes with stock media and music based on the input prompt.

What is the potential use case for Gemini 1.5 Pro's large context window in coding?

The large context window can be used to understand and reason through entire codebases, making it easier for developers to make complex changes, such as updating services or adding new features, in a fraction of the time it would normally take.

How does the script describe the capabilities of the Vertex AI platform for enterprise use cases?

The script describes the Vertex AI platform as capable of accessing and processing vast amounts of information, supporting cross-modality analysis, and integrating with enterprise data from operational databases and applications, making it suitable for complex enterprise use cases.

What is the role of the 'Gemini Code Assist' feature in the script?

Gemini Code Assist is a feature that leverages the large context window to assist developers in making code changes efficiently. It can reason through entire codebases and provide clear recommendations for edits that align with company security and compliance requirements.

What is the speaker's opinion on the current state of the Vertex AI agent framework?

The speaker expresses a desire for more sophistication in the Vertex AI agent framework, comparing it to existing products like Open AI's custom GPTs and suggesting that Google could be more future-thinking in its capabilities.

How does the script highlight the integration of AI with customer service and sales?

The script highlights the integration of AI with customer service and sales by discussing the use of customer agents that can listen, understand needs, and recommend products and services across various channels, as well as the potential for AI to enhance self-service and improve answer quality.

What is the speaker's view on the potential of AI agents in the workplace?

The speaker views AI agents in the workplace as having tremendous potential, especially with the ability to perform tasks and accomplish things, essentially acting as AI employees. They are excited about the integration of these agents with tools like Google Docs and Google Chat.

What is the speaker's reaction to the announcement of Google's partnership with HubSpot?

The speaker finds it interesting that Google is mentioning HubSpot, especially considering the rumors about Google potentially acquiring HubSpot, and they highlight the cool feature of being able to feed HubSpot CRM data into the agent.

What is the speaker's perspective on the use of AI in coding assistance?

The speaker is excited about the prospect of AI in coding assistance, particularly with Gemini's massive context window, and they express a desire to try out and make a video about the feature.