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

CIO

Cloud computing architecture encompasses everything involved with cloud computing, including front-end platforms, servers, storage, delivery, and networks required to manage cloud storage. Youll also be tested on your knowledge of AWS deployment and management services, among other AWS services.

Cloud 163
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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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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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Datavail Achieves AWS Service Delivery Designation for Amazon RDS

Datavail

Datavail has reached an exciting milestone : We’ve achieved the Amazon Web Services (AWS) Service Delivery Designation for Amazon Relational Database Service (Amazon RDS). This achievement recognizes that Datavail follows best practices and has proven success delivering AWS services to end customers.

AWS 145
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Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

AWS Machine Learning - AI

High-quality video datasets tend to be massive, requiring substantial storage capacity and efficient data management systems. FSx for Lustre enables full bidirectional synchronization with Amazon Simple Storage Service (Amazon S3) , including the synchronization of deleted files and objects.