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Implement RAG while meeting data residency requirements using AWS hybrid and edge services

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In this post, we show how to extend Amazon Bedrock Agents to hybrid and edge services such as AWS Outposts and AWS Local Zones to build distributed Retrieval Augmented Generation (RAG) applications with on-premises data for improved model outcomes.

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Transcribe, translate, and summarize live streams in your browser with AWS AI and generative AI services

AWS Machine Learning Blog

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. By offering real-time translations into multiple languages, viewers from around the world can engage with live content as if it were delivered in their first language.

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Build an Amazon Bedrock based digital lending solution on AWS

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This post demonstrates how you can gain a competitive advantage using Amazon Bedrock Agents based automation of a complex business process. The loan handler AWS Lambda function uses the information in the KYC documents to check the credit score and internal risk score. The events are logged using Amazon CloudWatch.

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Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

AWS Machine Learning Blog

We walk through the journey Octus took from managing multiple cloud providers and costly GPU instances to implementing a streamlined, cost-effective solution using AWS services including Amazon Bedrock, AWS Fargate , and Amazon OpenSearch Service. Along the way, it also simplified operations as Octus is an AWS shop more generally.

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Revolutionizing knowledge management: VW’s AI prototype journey with AWS

AWS Machine Learning Blog

The integrated approach and ease of use of Amazon Bedrock in deploying large language models (LLMs), along with built-in features that facilitate seamless integration with other AWS services like Amazon Kendra, made it the preferred choice. By using Claude 3’s vision capabilities, we could upload image-rich PDF documents.

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Amazon Q Business simplifies integration of enterprise knowledge bases at scale

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Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

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Improve public speaking skills using a generative AI-based virtual assistant with Amazon Bedrock

AWS Machine Learning Blog

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

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