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Retrieval-Augmented Generation

45 summarised stories about Retrieval-Augmented Generation, each linking back to the original source. Browse all topics →

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The New Stack Amazon Bedrock Amazon Web Services MarkTechPost OpenAI GPT-4.1

Monday, 24 August 2026

Democratizing institutional knowledge: Building an AI-powered knowledge management system with AWS

Amazon Web Services 1 month ago 48

The article describes an AWS-based knowledge management accelerator that uses an AI-powered avatar and retrieval-augmented generation to capture and deliver institutional knowledge for organizations. It deploys a full prototype in hours via AWS CloudFormation, with Amazon OpenSearch Serverless baseline spending “on the order of a few hundred USD per month” due to an always-on minimum OCU. Organizations can upload documents to S3 and then let workers query via natural-language text or voice, with DynamoDB caching reducing repeated-query AI inference costs.

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AI Agents & Workflows AI Efficiency AWS Retrieval-Augmented Generation

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