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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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Pixtral-12B-2409 is now available on Amazon Bedrock Marketplace

Pixtral-12B-2409 is now available on Amazon Bedrock Marketplace

Today, we are excited to announce that Pixtral 12B (pixtral-12b-2409), a state-of-the-art 12 billion parameter vision language model (VLM) from Mistral AI that excels in both text-only and multimodal tasks, is available for customers through Amazon Bedrock Marketplace. Amazon Bedrock Marketplace is a new capability in Amazon Bedrock that enables developers to discover, test, and …

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Streamline work insights with the Amazon Q Business connector for Smartsheet

Streamline work insights with the Amazon Q Business connector for Smartsheet

Amazon Q Business is a fully managed, generative AI–powered assistant that empowers enterprises to unlock the full potential of their data and organizational knowledge. With Amazon Q Business, you can quickly access answers to questions, generate summaries and content, and complete tasks by using the expertise and information stored across various data sources and enterprise …

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