News

Google AI Blitz: Open Source 'Oscar' Agent Platform, Gemma 2, Project IDX, More

• By David Ramel
• 07/17/2024

Google open sourced a platform for AI agents to take care of project maintenance shortly after announcing its latest/greatest open foundation model, Gemma 2, and boosting the Project IDX app-dev workspace amid a blitz of AI initiatives.

It seeks to help point autonomous agents -- one of the hottest areas of AI right now -- at open source project maintenance.

"At Google, we lead many open source projects, and maintaining them all can be a lot of work!" the company said in a post today (July 17). "So we created Project Oscar, a reference for an AI Agent that helps with open source project maintenance, starting with Go, a project with over 93,000 commits and 2,000 contributors, but you can imagine supporting all kinds of different projects. We're open sourcing Project Oscar, so check it out [link above] and tell us what you wish you could do with AI agents."

Rather than generating, fixing or explaining code for users in the development process like Copilot and other AI dev assistants, the tool focuses on the more mundane aspects of project maintenance, such as triaging issues, reviewing pull requests and responding to comments, so developers can focus on the more creative aspects of their projects.

Its goals include:

• Reduce maintainer effort to resolve issues [note that resolve does not always mean fix]
• Reduce maintainer effort to resolve change lists (CLs) or pull requests (PRs) [note that resolve does not always mean submit/merge]
• Reduce maintainer effort to resolve forum questions
• Enable more people to become productive maintainers

Gemma 2
The Project Oscar open sourcing came fresh on the heels of the company's announcement of Gemma 2, the latest version of its flagship open large language model (LLM).

"Now we're officially releasing Gemma 2 to researchers and developers globally," the company said. "Available in both 9 billion (9B) and 27 billion (27B) parameter sizes, Gemma 2 is higher-performing and more efficient at inference than the first generation, with significant safety advancements built in. In fact, at 27B, it offers competitive alternatives to models more than twice its size, delivering the kind of performance that was only possible with proprietary models as recently as December. And that's now achievable on a single NVIDIA H100 Tensor Core GPU or TPU host, significantly reducing deployment costs."

Project IDX
This web-based workspace for full-stack app development was unveiled last year.

In a May update, the company said: "As of today, anyone can sign in with their Google account to start building with AI-assistance, collaboration capabilities, support for a broad range of frameworks and languages, as well as seamless integration with popular Google tools and products like Flutter and Firebase. And you can get to work quickly with over a dozen templates pre-loaded with the basic files and packages you need, or by importing your existing GitHub repo and its dependencies, or even starting with a blank slate."

At Bengaluru, the company announced new features for Project IDX, including a waitlist for running Android Studio on IDX.

"Hundreds of thousands of developers are using Project IDX, our web-based workspace for full stack development to build a wide range of apps," the company said today. "Project IDX is now in public beta and we've launched new templates for backends, databases, and solutions -- end-to-end example apps that demonstrate best practices for building apps using our suite of products. You can also integrate with Google Cloud Secret Manager to help protect the secrets that your app needs. And for Android developers, check out an early preview of Android Studio on Project IDX that runs fully in your browser. With just a few clicks, you will be able to set up a workspace that's running Android Studio to quickly start coding, building, and testing native Android apps. Sign up for the waitlist."

And More
Google also announced:

• An early look at AI-generated UI for Flutter, the company's platform that helps devs build, test, and deploy mobile, web, desktop and embedded experiences from a single codebase.
• The new Checks AI Safety service, now in private preview to help users evaluate, monitor and oversee the compliance of AI models and agents. "You can run configurable content safety policies, adversarial prompt testing, and in-production app monitoring."
• A new set of Firebase services, including App Hosting, Data Connect with Cloud SQL, and Genkit, the company's new open source AI integration framework. "In addition to TypeScript support, Genkit for Go is now available in alpha to simplify the development of efficient and scalable AI-enabled services and apps, written in Go. We're also unveiling an early look at the Firebase AI Monitoring dashboard, which shows real-time insights into the performance and behavior of features built with LLMs -- in production. It is now available in private preview and works seamlessly with Genkit, so sign up for the waitlist.

Google has been on an AI tear recently, with all of the above coming just a couple days after the company announced its new Google Vids AI video generator.

"Vids is an AI-powered video creation app that's designed for work and deeply integrated with the Workspace suite you use every day," Google said in a July 15 email to members of Workspace Labs, an invite-only program where users can experiment with new AI-powered features in wares ranging from Google Docs to Gmail.

Google said users can join the company's early access group as part of the Google Developer Program to get their hands on the company's latest/greatest new tech.