Chat with your business data – Conversational Analytics comes to Gemini in Looker

Generative AI has invigorated the promise of self-service analytics, which, when combined with enterprise-scale security and governance, and backed by trusted metrics, can prevent data chaos and empower you to quickly understand and act on your data insights. Looker is playing a key role in this data revolution, evolving business intelligence (BI) for the AI …

The Insecurity of Spaces Hosts on X: Gatekeeping, Intolerance, and the Looming Presence of AI Agents

Since I was unceremoniously demoted while talking,on a complex issue of how it is not easy for me to socialize in an X Space by @MEGAPROMPTERI thought about it a bit more and have some thoughts to share. [Steve] I am unlikely to ever be allowed to speak in this Space again (I am sure …

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Unlock AWS Cost and Usage insights with generative AI powered by Amazon Bedrock

Managing cloud costs and understanding resource usage can be a daunting task, especially for organizations with complex AWS deployments. AWS Cost and Usage Reports (AWS CUR) provides valuable data insights, but interpreting and querying the raw data can be challenging. In this post, we explore a solution that uses generative artificial intelligence (AI) to generate …

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Test it out: an online shopping demo experience with Gemini and RAG

Earlier this year, tens of thousands of developers gathered in Las Vegas for Google Cloud Next ’24, which culminated in hundreds of sessions and over 200 announcements. During the Developer Keynote, we showcased how Gemini can help with the shopping experience of an online store. Let’s dive into this demo and how it all worked …

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Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity. The FMs are typically pretrained on …

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Introducing Amazon EKS support in Amazon SageMaker HyperPod

We are thrilled to introduce Amazon Elastic Kubernetes Service (Amazon EKS) support in Amazon SageMaker HyperPod, a purpose-built infrastructure engineered with resilience at its core. This capability allows for the seamless addition of SageMaker HyperPod managed compute to EKS clusters, using automated node and job resiliency features for foundation model (FM) development. FMs are typically …

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Big News: Chatbot Conference 2024 Now Available Online!

We have some fantastic news for you! Due to popular demand, we are thrilled to announce that the Chatbot Conference 2024 will now be available online. Whether you’re near or far, you can join us from the comfort of your home or office. 🚀 Online Access Details: Dates: September 24–26, 2024 Time: 9:00 am to 5 pm Pacific …

Pushy to the Limit: Evolving Netflix’s WebSocket proxy for the future

By Karthik Yagna, Baskar Odayarkoil, and Alex Ellis Pushy is Netflix’s WebSocket server that maintains persistent WebSocket connections with devices running the Netflix application. This allows data to be sent to the device from backend services on demand, without the need for continually polling requests from the device. Over the last few years, Pushy has seen …

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Genomics England uses Amazon SageMaker to predict cancer subtypes and patient survival from multi-modal data

This post is co-written with Francisco Azuaje from Genomics England. Genomics England analyzes sequenced genomes for The National Health Service (NHS) in the United Kingdom, and then equips researchers to use data to advance biological research. As part of its goal to help people live longer, healthier lives, Genomics England is interested in facilitating more …