Skip to main content

Google launches A2UI project to enable agents to build contextually relevant UIs

Google has announced a new project that aims to leverage generative AI to build contextually relevant UIs.

A2UI is an open source tool that generates UIs based on the current conversation’s needs. For example, an agent designed to help users book restaurant reservations would be more useful if it featured an interface to input the party size, date and time, and dietary requirements, rather than the user and agent going back and forth discussing that information in a regular conversation. In this scenario, A2UI can help generate a UI with input fields for the necessary information to complete a reservation.

“With A2UI, LLMs can compose bespoke UIs from a catalog of widgets to provide a graphical, beautiful, easy to use interface for the exact task at hand,” Google wrote in a blog post.

Google had previously created the Agent-to-Agent (A2A) protocol to allow agents to collaborate without needing to share memory, tools, or context, however the decentralization that it creates leads to a UI problem. When an agent lives in an application, it can directly manipulate the view layer, but in multi-agent systems, the agent is often executing tasks remotely and cannot directly influence the UI.

“Historically, rendering UI from a remote, untrusted source meant sending HTML or JavaScript and sandboxing it inside iframes. This approach is heavy, can be visually disjointed (it rarely matches your app’s native styling), and introduces complexity around security boundaries. We needed a way to transmit UI that is safe like data, but expressive like code,” the company explained.

A2UI offers a standard declarative data format for agents to generate structured output that can then be sent to the client application, which renders it using its own native UI components, retaining full control over styling and security.

According to Google, this helps eliminate security risks, as the client is not getting executable code from the agent. The client application maintains a catalog of trusted UI components and the agent can only request to render components already in that catalog.

Additionally, the UI is represented as a list of components with ID references that the agent can generate incrementally, enabling progressive rendering and a responsive user experience.

Finally, it is designed to be framework-agnostic, separating the UI structure from the UI implementation. The agent sends a description of the component tree and data model and then the client application maps those to its own components. This allows the same A2UI JSON payload to be rendered in multiple different clients built using different frameworks.

“The space for agentic UI is evolving rapidly, with excellent tools emerging to solve different parts of the stack. We view A2UI not as a replacement for these frameworks, but as a specialized protocol that aims to solve the specific problem of interoperable, cross-platform, generative or template-based responses,” Google wrote.

The post Google launches A2UI project to enable agents to build contextually relevant UIs appeared first on SD Times.



from SD Times https://ift.tt/Ac6qOl0

Comments

Popular posts from this blog

A guide to data integration tools

CData Software is a leader in data access and connectivity solutions. It specializes in the development of data drivers and data access technologies for real-time access to online or on-premise applications, databases and web APIs. The company is focused on bringing data connectivity capabilities natively into tools organizations already use. It also features ETL/ELT solutions, enterprise connectors, and data visualization. Matillion ’s data transformation software empowers customers to extract data from a wide number of sources, load it into their chosen cloud data warehouse (CDW) and transform that data from its siloed source state, into analytics-ready insights – prepared for advanced analytics, machine learning, and artificial intelligence use cases. Only Matillion is purpose-built for Snowflake, Amazon Redshift, Google BigQuery, and Microsoft Azure, enabling businesses to achieve new levels of simplicity, speed, scale, and savings. Trusted by companies of all sizes to meet...

10 Simple Image Slider HTML CSS JavaScript Examples Neeraj Mishra The Crazy Programmer

Slider is a very important part of any website or web project. Here are some simple image slider examples that I handpicked from various sites. These are built by different developers using basic HTML, CSS, and JavaScript. Some are manual while others have auto-slide functionality. You can find the source code for each by clicking on the code button or on the image. 1. Very Simple Slider Demo + Code 2. Popout Slider Demo + Code 3. Really Simple Slider Demo + Code 4. Jquery Simple Slider Demo + Code 5. Manual Slideshow Demo + Code 6. Slideshow Indicators Demo + Code 7. Simple Responsive Fullscreen Slider Demo + Code 8. Responsive Image Slider Demo + Code 9. Simple Image Slider Demo + Code 10. Slicebox – 3D Image Slider Demo + Code I hope these simple image sliders are helpful for you. For any queries, you can ask in the comment section below. The post 10 Simple Image Slider HTML CSS JavaScript Examples appeared first on The Crazy Prog...

2022: The year of hybrid work

Remote work was once considered a luxury to many, but in 2020, it became a necessity for a large portion of the workforce, as the scary and unknown COVID-19 virus sickened and even took the lives of so many people around the world.  Some workers were able to thrive in a remote setting, while others felt isolated and struggled to keep up a balance between their work and home lives. Last year saw the availability of life-saving vaccines, so companies were able to start having the conversation about what to do next. Should they keep everyone remote? Should they go back to working in the office full time? Or should they do something in between? Enter hybrid work, which offers a mix of the two. A Fall 2021 study conducted by Google revealed that over 75% of survey respondents expect hybrid work to become a standard practice within their organization within the next three years.  Thus, two years after the world abruptly shifted to widespread adoption of remote work, we are dec...