Tag: Alloy
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Cloud Blog: Spanner columnar engine: Powering next-generation analytics on operational data
Source URL: https://cloud.google.com/blog/products/databases/spanners-columnar-engine-unites-oltp-and-analytics/ Source: Cloud Blog Title: Spanner columnar engine: Powering next-generation analytics on operational data Feedly Summary: For years, organizations have struggled with the workload conflict between online transaction processing (OLTP) and analytical query processing. OLTP systems such as Spanner are optimized for high-volume, low-latency transactions, and use row-oriented storage that’s efficient for individual…
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Cloud Blog: Redefining enterprise data with agents and AI-native foundations
Source URL: https://cloud.google.com/blog/products/data-analytics/new-agents-and-ai-foundations-for-data-teams/ Source: Cloud Blog Title: Redefining enterprise data with agents and AI-native foundations Feedly Summary: The world is not just changing; it’s being re-engineered in real-time by data and AI. The way we interact with data is undergoing a fundamental transformation, moving beyond human-led analysis to a collaborative partnership with intelligent agents. This…
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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,…
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Cloud Blog: Expanding Z3 family with 9 new VMs and a bare metal instance for storage and I/O intensive workloads
Source URL: https://cloud.google.com/blog/products/compute/expanded-z3-vm-portfolio-for-io-intensive-workloads/ Source: Cloud Blog Title: Expanding Z3 family with 9 new VMs and a bare metal instance for storage and I/O intensive workloads Feedly Summary: Today, we are thrilled to announce the expansion of the Z3 Storage Optimized VM family with the general availability of nine new Z3 virtual machines that offer local…
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Cloud Blog: What’s new with Google Data Cloud
Source URL: https://cloud.google.com/blog/products/data-analytics/whats-new-with-google-data-cloud/ Source: Cloud Blog Title: What’s new with Google Data Cloud Feedly Summary: June 9 – June 13 Introducing Pub/Sub Single Message Transforms (SMTs), to make it easy to perform simple data transformations such as validate, filter, enrich, and alter individual messages as they move in real time right within Pub/Sub. The first…
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Cloud Blog: Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/new-mcp-integrations-to-google-cloud-databases/ Source: Cloud Blog Title: Announcing new MCP integrations to Google Cloud Databases to enable AI-assisted development Feedly Summary: Last month at Google Cloud Next ‘25, we announced MCP Toolbox for Databases to make it easier to connect generative AI agents to databases, and automate core enterprise workflows. MCP Toolbox for Databases (Toolbox)…
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Cloud Blog: Boost your Search and RAG agents with Vertex AI’s new state-of-the-art Ranking API
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/launching-our-new-state-of-the-art-vertex-ai-ranking-api/ Source: Cloud Blog Title: Boost your Search and RAG agents with Vertex AI’s new state-of-the-art Ranking API Feedly Summary: The AI era has supercharged expectations: users now issue more complex queries and demand pinpoint results, meaning there’s an 82% chance of losing a customer if they can’t quickly find what they need.…
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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…
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Cloud Blog: Google Cloud’s open lakehouse: Architected for AI, open data, and unrivaled performance
Source URL: https://cloud.google.com/blog/products/data-analytics/extending-the-google-data-cloud-lakehouse-architecture/ Source: Cloud Blog Title: Google Cloud’s open lakehouse: Architected for AI, open data, and unrivaled performance Feedly Summary: The Google Data Cloud is a uniquely integrated platform built on Google’s planet-scale infrastructure, infused with AI, and features an open lakehouse architecture for multimodal data. Already, organizations like Snap Inc. credit Google’s Data…
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Cloud Blog: A deep dive into AlloyDB’s vector search enhancements
Source URL: https://cloud.google.com/blog/products/databases/alloydb-ais-scann-index-improves-search-on-all-kinds-of-data/ Source: Cloud Blog Title: A deep dive into AlloyDB’s vector search enhancements Feedly Summary: If you’re building a generative AI application or an AI agent, there’s a high likelihood you’ll need to perform simultaneous searches on structured and unstructured data. For example, the prompt “Show me all pictures of sunsets I took…