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Control data access to Amazon S3 from Amazon SageMaker Studio with Amazon S3 Access Grants

Control data access to Amazon S3 from Amazon SageMaker Studio with Amazon S3 Access Grants

Amazon SageMaker Studio provides a single web-based visual interface where different personas like data scientists, machine learning (ML) engineers, and developers can build, train, debug, deploy, and monitor their ML models. These personas rely on access to data in Amazon Simple Storage Service (Amazon S3) for tasks such as extracting data for model training, logging …

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Improve employee productivity using generative AI with Amazon Bedrock

Improve employee productivity using generative AI with Amazon Bedrock

The Employee Productivity GenAI Assistant Example is a practical AI-powered solution designed to streamline writing tasks, allowing teams to focus on creativity rather than repetitive content creation. Built on AWS technologies like AWS Lambda, Amazon API Gateway, and Amazon DynamoDB, this tool automates the creation of customizable templates and supports both text and image inputs. …

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Build a multimodal social media content generator using Amazon Bedrock

Build a multimodal social media content generator using Amazon Bedrock

In today’s digital age, social media has revolutionized the way brands interact with their consumers, creating a need for dynamic and engaging content that resonates with their target audience. There’s growing competition for consumer attention in this space; content creators and influencers face constant challenges to produce new, engaging, and brand-consistent content. The challenges come …

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Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

In the realm of generative artificial intelligence (AI), Retrieval Augmented Generation (RAG) has emerged as a powerful technique, enabling foundation models (FMs) to use external knowledge sources for enhanced text generation. Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, …

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Llama 3.2 models from Meta are now available in Amazon SageMaker JumpStart

Llama 3.2 models from Meta are now available in Amazon SageMaker JumpStart

Today, we are excited to announce the availability of Llama 3.2 models in Amazon SageMaker JumpStart. Llama 3.2 offers multi-modal vision and lightweight models representing Meta’s latest advancement in large language models (LLMs), providing enhanced capabilities and broader applicability across various use cases. With a focus on responsible innovation and system-level safety, these new models …

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Vision use cases with Llama 3.2 11B and 90B models from Meta

Vision use cases with Llama 3.2 11B and 90B models from Meta

Today, we are excited to announce the availability of Llama 3.2 in Amazon SageMaker JumpStart and Amazon Bedrock. The Llama 3.2 models are a collection of state-of-the-art pre-trained and instruct fine-tuned generative AI models that come in various sizes—in lightweight text-only 1B and 3B parameter models suitable for edge devices, to small and medium-sized 11B …

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Run VCF private clouds in Azure VMware Solution with support for portable VCF subscriptions

Run VCF private clouds in Azure VMware Solution with support for portable VCF subscriptions

As customers evaluate the future of their VMware environments, many choose to stop managing on-premises infrastructure and shift to a cloud platform that will support the agility and innovation needed to meet their needs for years to come. Microsoft’s Azure VMware Solution (AVS) is a fast and easy way to seamlessly migrate VMware-based workloads to …

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UC Berkeley enhances computer science education with Azure OpenAI Service

UC Berkeley enhances computer science education with Azure OpenAI Service

Editor’s note: Microsoft product marketing managers Haley Mendlin and Victoria Sykes contributed to this story. Educational leaders are constantly on the lookout for new methods to improve student learning and equip them for future challenges and opportunities. With the swift progress in generative AI, a new range of possibilities has opened up for educational institutions. The University of California, …

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How generative AI is transforming legal tech with AWS

How generative AI is transforming legal tech with AWS

Legal professionals often spend a significant portion of their work searching through and analyzing large documents to draw insights, prepare arguments, create drafts, and compare documents. The rise of generative artificial intelligence (AI) has brought an inflection of foundation models (FMs). These FMs, with simple instructions (prompts), can perform various tasks such as drafting emails, …

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