Build generative AI chatbots using prompt engineering with Amazon Redshift and Amazon Bedrock
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She has over 15 years of strong experience in leading several complex, highly robust, and massively scalable software solutions for large-scale enterprise applications... This is fueling innovation across industries, with generative AI demonstrating immense potential to enhance countless business processes, including the following: Accelerate research and development through automated hypothe...
She has over 15 years of strong experience in leading several complex, highly robust, and massively scalable software solutions for large-scale enterprise applications... This is fueling innovation across industries, with generative AI demonstrating immense potential to enhance countless business processes, including the following: Accelerate research and development through automated hypothe...
Azure Elastic SAN efficiently migrates SAN to the cloud—now generally available
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We are excited to announce the general availability (GA) of Azure Elastic SAN, the industry’s first fully-managed and cloud-native storage area network (SAN) offering that simplifies deploying, scaling, managing, and configuring a SAN in the cloud... It’s a thoughtful innovation combining the efficiency at scale of on-premises SAN systems and the flexibility of cloud storage...When to use ...
We are excited to announce the general availability (GA) of Azure Elastic SAN, the industry’s first fully-managed and cloud-native storage area network (SAN) offering that simplifies deploying, scaling, managing, and configuring a SAN in the cloud... It’s a thoughtful innovation combining the efficiency at scale of on-premises SAN systems and the flexibility of cloud storage...When to use ...
How BigBasket improved AI-enabled checkout at their physical stores using Amazon SageMaker
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In this post, we discuss how BigBasket used Amazon SageMaker to train their computer vision model for Fast-Moving Consumer Goods (FMCG) product identification, which helped them reduce training time by approximately 50% and save costs by 20%... This has two issues: It requires additional manpower, weight stickers, and repeated training for the in-store operational team as they scale... To ...
In this post, we discuss how BigBasket used Amazon SageMaker to train their computer vision model for Fast-Moving Consumer Goods (FMCG) product identification, which helped them reduce training time by approximately 50% and save costs by 20%... This has two issues: It requires additional manpower, weight stickers, and repeated training for the in-store operational team as they scale... To ...
Amazon SageMaker Feature Store now supports cross-account sharing, discovery, and access
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SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts... This new capability promotes collaboration and minimizes duplicate work for teams involved in ML model and application development, particularly in enterprise environments with multiple accounts spanning different business units or functions... With this launch, account owners ca...
SageMaker Feature Store now makes it effortless to share, discover, and access feature groups across AWS accounts... This new capability promotes collaboration and minimizes duplicate work for teams involved in ML model and application development, particularly in enterprise environments with multiple accounts spanning different business units or functions... With this launch, account owners ca...
SaaS access control using Amazon Verified Permissions with a per-tenant policy store
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In this post, we demonstrate how you can use Amazon Verified Permissions for access control in a multi-tenant document management SaaS application using a per-tenant policy store approach... Multi-tenant document management SaaS application The application allows to add, share, access and manage documents... Tenant users who can control who can access their documents... Tenant admins who ...
In this post, we demonstrate how you can use Amazon Verified Permissions for access control in a multi-tenant document management SaaS application using a per-tenant policy store approach... Multi-tenant document management SaaS application The application allows to add, share, access and manage documents... Tenant users who can control who can access their documents... Tenant admins who ...
Achieving sustainable growth with Azure and FinOps best practices
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To understand the impact of cloud computing on carbon emissions, precise measurement, trustworthy data, and robust tools are essential... That’s why we’re excited to announce two new capabilities to optimize your Microsoft Azure emissions: Azure Carbon Optimization (preview) is a free, cutting-edge capability that empowers Azure developers and IT professionals to understand and o...
To understand the impact of cloud computing on carbon emissions, precise measurement, trustworthy data, and robust tools are essential... That’s why we’re excited to announce two new capabilities to optimize your Microsoft Azure emissions: Azure Carbon Optimization (preview) is a free, cutting-edge capability that empowers Azure developers and IT professionals to understand and o...
Knowledge Bases for Amazon Bedrock now supports Amazon Aurora PostgreSQL and Cohere embedding models
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During AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock... With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG)... In my previous post, I described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow for you... You specify the loc...
During AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock... With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG)... In my previous post, I described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow for you... You specify the loc...