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Model customization, RAG, or both: A case study with Amazon Nova

AWS Machine Learning - AI

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations.

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Introducing AWS MCP Servers for code assistants (Part 1)

AWS Machine Learning - AI

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

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Orchestrate generative AI workflows with Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

Although a single API call can address simple use cases, more complex ones may necessitate the use of multiple calls and integrations with other services. AWS Step Functions is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

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WordFinder app: Harnessing generative AI on AWS for aphasia communication

AWS Machine Learning - AI

David Copland, from QARC, and Scott Harding, a person living with aphasia, used AWS services to develop WordFinder, a mobile, cloud-based solution that helps individuals with aphasia increase their independence through the use of AWS generative AI technology. The following diagram illustrates the solution architecture on AWS.

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3 Case studies demonstrate the power of modern enterprise content management

CIO

In this post, we’ll touch on three such case studies. After adopting Alfresco Content Services and Alfresco Governance Services running on Amazon Web Services (AWS), the insurer fully digitized its operations. Plus, all files were stored in U.S. data centers, creating obstacles for a globally dispersed user base.

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What is a cloud architect? A vital role for success in the cloud

CIO

Some cloud architect roles are tailored to AWS or Azure while others may be targeted at specific knowledge areas such as infrastructure or blockchain. This credential certifies your ability to manage AWS applications and infrastructure, and the associate level exam is for those with at least one year of hands-on experience with AWS.

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Spot Instances on Black Friday: A Case Study

DevOps.com

The post Spot Instances on Black Friday: A Case Study appeared first on DevOps.com. With online shopping surging in recent years, e-commerce and AdTech businesses are also participating in Black Friday […].