Tag: dataflow
-
Cloud Blog: 150 of the latest AI use cases from leading startups and digital natives
Source URL: https://cloud.google.com/blog/topics/startups/150-ai-use-cases-leading-startups-and-digital-natives/ Source: Cloud Blog Title: 150 of the latest AI use cases from leading startups and digital natives Feedly Summary: We recently hosted our first-ever AI Builders Forum, where we gathered with hundreds of the top founders, VCs, advisors, researchers, and teams powering the startups who are building the future with AI. And…
-
Cloud Blog: Deutsche Bank delivers AI-powered financial research with DB Lumina
Source URL: https://cloud.google.com/blog/topics/financial-services/deutsche-bank-delivers-ai-powered-financial-research-with-db-lumina/ Source: Cloud Blog Title: Deutsche Bank delivers AI-powered financial research with DB Lumina Feedly Summary: At Deutsche Bank Research, the core mission of our analysts is delivering original, independent economic and financial analysis. However, creating research reports and notes relies heavily on a foundation of painstaking manual work. Or at least that…
-
Cloud Blog: 101+ gen AI use cases with technical blueprints
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/real-world-gen-ai-use-cases-with-technical-blueprints/ Source: Cloud Blog Title: 101+ gen AI use cases with technical blueprints Feedly Summary: A little over a year ago, we published a list of generative AI use cases that has since grown to include more than 600 examples of how organizations are putting AI to work. Yet for many developers and…
-
Cloud Blog: How to enable real time semantic search and RAG applications with Dataflow ML
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/create-and-retrieve-embeddings-with-a-few-lines-of-dataflow-ml-code/ Source: Cloud Blog Title: How to enable real time semantic search and RAG applications with Dataflow ML Feedly Summary: Embeddings are a cornerstone of modern semantic search and Retrieval Augmented Generation (RAG) applications. In short, they enable applications to understand and interact with information on a deeper, conceptual level. In this post,…
-
Cloud Blog: How AI & IoT are helping detect hospital incidents — without compromising patient privacy
Source URL: https://cloud.google.com/blog/topics/healthcare-life-sciences/detecting-hospital-incidents-with-ai-without-compromising-patient-privacy/ Source: Cloud Blog Title: How AI & IoT are helping detect hospital incidents — without compromising patient privacy Feedly Summary: Hospitals, while vital for our well-being, can be sources of stress and uncertainty. What if we could make hospitals safer and more efficient — not only for patients but also for the…
-
Cloud Blog: Simplify your streaming pipelines with new Pub/Sub Single Message Transforms
Source URL: https://cloud.google.com/blog/products/data-analytics/pub-sub-single-message-transforms/ Source: Cloud Blog Title: Simplify your streaming pipelines with new Pub/Sub Single Message Transforms Feedly Summary: Today, we’re introducing Pub/Sub Single Message Transforms (SMTs) to make it easy to perform simple data transformations right within Pub/Sub itself. This comes at a time when businesses are increasingly reliant on streaming data to derive…
-
Cloud Blog: BigLake evolved: Build open, high-performance, enterprise Iceberg-native lakehouses
Source URL: https://cloud.google.com/blog/products/data-analytics/enhancing-biglake-for-iceberg-lakehouses/ Source: Cloud Blog Title: BigLake evolved: Build open, high-performance, enterprise Iceberg-native lakehouses Feedly Summary: Data management is changing. Enterprises need flexible, open, and interoperable architectures that allow multiple engines to operate on a single copy of data. Apache Iceberg has emerged as the leading open table format, but in real-world deployments, customers…
-
Cloud Blog: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger
Source URL: https://cloud.google.com/blog/products/compute/ai-hypercomputer-enhancements-for-the-developer/ Source: Cloud Blog Title: AI Hypercomputer developer experience enhancements from Q1 25: build faster, scale bigger Feedly Summary: Building cutting-edge AI models is exciting, whether you’re iterating in your notebook or orchestrating large clusters. However, scaling up training can present significant challenges, including navigating complex infrastructure, configuring software and dependencies across numerous…
-
Cloud Blog: Introducing Ironwood TPUs and new innovations in AI Hypercomputer
Source URL: https://cloud.google.com/blog/products/compute/whats-new-with-ai-hypercomputer/ Source: Cloud Blog Title: Introducing Ironwood TPUs and new innovations in AI Hypercomputer Feedly Summary: Today’s innovation isn’t born in a lab or at a drafting board; it’s built on the bedrock of AI infrastructure. AI workloads have new and unique demands — addressing these requires a finely crafted combination of hardware…
-
Cloud Blog: Use Gemini 2.0 to speed up document extraction and lower costs
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/use-gemini-2-0-to-speed-up-data-processing/ Source: Cloud Blog Title: Use Gemini 2.0 to speed up document extraction and lower costs Feedly Summary: A few weeks ago, Google DeepMind released Gemini 2.0 for everyone, including Gemini 2.0 Flash, Gemini 2.0 Flash-Lite, and Gemini 2.0 Pro (Experimental). All models support up to at least 1 million input tokens, which…