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Securing generative AI models on Azure AI Foundry

New generative AI models with a broad range of capabilities are emerging every week. In this world of rapid innovation, when choosing the models to integrate into your AI system, it is crucial to make a thoughtful risk assessment that ensures a balance between leveraging new advancements and maintaining robust security. At Microsoft, we are …

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Accelerate AWS Well-Architected reviews with Generative AI

Accelerate AWS Well-Architected reviews with Generative AI

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize …

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Dynamic metadata filtering for Amazon Bedrock Knowledge Bases with LangChain

Dynamic metadata filtering for Amazon Bedrock Knowledge Bases with LangChain

Amazon Bedrock Knowledge Bases offers a fully managed Retrieval Augmented Generation (RAG) feature that connects large language models (LLMs) to internal data sources. It’s a cost-effective approach to improving LLM output so it remains relevant, accurate, and useful in various contexts. It also provides developers with greater control over the LLM’s outputs, including the ability …

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Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1

Customize DeepSeek-R1 distilled models using Amazon SageMaker HyperPod recipes – Part 1

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. To achieve optimal performance for specific use cases, customers are adopting and adapting these FMs to their unique domain requirements. This need for customization has become even more pronounced with the emergence of new models, such as those released …

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Microsoft completes landmark EU Data Boundary, offering enhanced data residency and transparency

Microsoft completes landmark EU Data Boundary, offering enhanced data residency and transparency

At Microsoft, we remain committed to enabling European businesses to thrive by providing the tools and support necessary to drive their success and give our customers throughout the European Union more control over their data. To fulfill these goals, today Microsoft is announcing that it has completed the EU Data Boundary for the Microsoft Cloud, an …

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Reduce conversational AI response time through inference at the edge with AWS Local Zones

Reduce conversational AI response time through inference at the edge with AWS Local Zones

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). These latency-sensitive applications enable real-time text and voice interactions, responding naturally to human conversations. Their applications span a variety of sectors, including customer service, healthcare, education, personal and business productivity, and many others. …

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