Tag: unstructured data
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AWS News Blog: Streamline the path from data to insights with new Amazon SageMaker Catalog capabilities
Source URL: https://aws.amazon.com/blogs/aws/streamline-the-path-from-data-to-insights-with-new-amazon-sagemaker-capabilities/ Source: AWS News Blog Title: Streamline the path from data to insights with new Amazon SageMaker Catalog capabilities Feedly Summary: Amazon SageMaker has introduced three new capabilities—Amazon QuickSight integration for dashboard creation, governance, and sharing, Amazon S3 Unstructured Data Integration for cataloging documents and media files, and automatic data onboarding from Lakehouse—that…
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AWS News Blog: Introducing Amazon S3 Vectors: First cloud storage with native vector support at scale (preview)
Source URL: https://aws.amazon.com/blogs/aws/introducing-amazon-s3-vectors-first-cloud-storage-with-native-vector-support-at-scale/ Source: AWS News Blog Title: Introducing Amazon S3 Vectors: First cloud storage with native vector support at scale (preview) Feedly Summary: Amazon S3 Vectors is a new cloud object store that provides native support for storing and querying vectors at massive scale, offering up to 90% cost reduction compared to conventional approaches…
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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: Google Public Sector supports AI-optimized HPC infrastructure for researchers at Caltech
Source URL: https://cloud.google.com/blog/topics/public-sector/google-public-sector-supports-ai-optimized-hpc-infrastructure-for-researchers-at-caltech/ Source: Cloud Blog Title: Google Public Sector supports AI-optimized HPC infrastructure for researchers at Caltech Feedly Summary: For decades, institutions like Caltech, have been at the forefront of large-scale artificial intelligence (AI) research. As high-performance computing (HPC) clusters continue to evolve, researchers across disciplines have been increasingly equipped to process massive datasets,…
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Simon Willison’s Weblog: Quoting Kevin Webb
Source URL: https://simonwillison.net/2025/Jul/1/kevin-webb/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Kevin Webb Feedly Summary: One of the best examples of LLM developer tooling I’ve heard is from a team that supports software from the 80s-90s. Their only source of documentation is video interviews with retired employees. So they feed them into transcription software and get summarized…
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Cloud Blog: Introducing BigQuery ObjectRef: Supercharge your multimodal data and AI processing
Source URL: https://cloud.google.com/blog/products/data-analytics/new-objectref-data-type-brings-unstructured-data-into-bigquery/ Source: Cloud Blog Title: Introducing BigQuery ObjectRef: Supercharge your multimodal data and AI processing Feedly Summary: Traditional data warehouses simply can’t keep up with today’s analytics workloads. That’s because today, most data that’s generated is both unstructured and multimodal (documents, audio files, images, and videos). With the complexity of cleaning and transforming…
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Cloud Blog: The secret to document intelligence: Box builds Enhanced Extract Agents using Google’s Agent-2-Agent framework
Source URL: https://cloud.google.com/blog/topics/customers/box-ai-agents-with-googles-agent-2-agent-protocol/ Source: Cloud Blog Title: The secret to document intelligence: Box builds Enhanced Extract Agents using Google’s Agent-2-Agent framework Feedly Summary: Box is one of the original information sharing and collaboration platforms of the digital era. They’ve helped define how we work, and have continued to evolve those practices alongside successive waves of…
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Cloud Blog: Accelerating innovation with Agent Assist, Looker (Google Cloud core) and Vertex AI Vector Search, now FedRAMP High authorized
Source URL: https://cloud.google.com/blog/topics/public-sector/accelerating-innovation-with-agent-assist-looker-google-cloud-core-and-vertex-ai-vector-search-now-fedramp-high-authorized/ Source: Cloud Blog Title: Accelerating innovation with Agent Assist, Looker (Google Cloud core) and Vertex AI Vector Search, now FedRAMP High authorized Feedly Summary: In today’s rapidly evolving landscape, the need to protect highly sensitive government data remains paramount. Today, we reinforce our commitment to providing the highest level of assurance that…
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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…
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Cloud Blog: Google is a Leader in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms report
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/gartner-2025-magic-quadrant-for-data-science-and-ml-platforms/ Source: Cloud Blog Title: Google is a Leader in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms report Feedly Summary: Today, we are excited to announce that Gartner® has named Google as a Leader in the 2025 Magic Quadrant™ for Data Science and Machine Learning Platforms report (DSML).…