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Combat financial fraud with GraphRAG on Amazon Bedrock Knowledge Bases

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Financial fraud detection isn’t just important to banks—it’s essential. With global fraud losses surpassing $40 billion annually and sophisticated criminal networks constantly evolving their...

Accelerating data science innovation: How Bayer Crop Science used AWS AI/ML services to build...

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The world’s population is expanding at a rapid rate. The growing global population requires innovative solutions to produce food, fiber, and fuel, while restoring...

Effective cross-lingual LLM evaluation with Amazon Bedrock

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Evaluating the quality of AI responses across multiple languages presents significant challenges for organizations deploying generative AI solutions globally. How can you maintain consistent...

Cohere Embed 4 multimodal embeddings model is now available on Amazon SageMaker JumpStart

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This post is co-written with Payal Singh from Cohere. The Cohere Embed 4 multimodal embeddings model is now generally available on Amazon SageMaker JumpStart. The...

Agents as escalators: Real-time AI video monitoring with Amazon Bedrock Agents and video streams

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Organizations deploying video monitoring systems face a critical challenge: processing continuous video streams while maintaining accurate situational awareness. Traditional monitoring approaches that use rule-based...

Build a just-in-time knowledge base with Amazon Bedrock

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Software as a service (SaaS) companies managing multiple tenants face a critical challenge: efficiently extracting meaningful insights from vast document collections while controlling costs....

How INRIX accelerates transportation planning with Amazon Bedrock

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This post is co-written with Shashank Saraogi, Nat Gale, and Durran Kelly from INRIX. The complexity of modern traffic management extends far beyond mere road...

End-to-End model training and deployment with Amazon SageMaker Unified Studio

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Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing these large models. These...

Transforming network operations with AI: How Swisscom built a network assistant using Amazon Bedrock

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In the telecommunications industry, managing complex network infrastructures requires processing vast amounts of data from multiple sources. Network engineers often spend considerable time manually...

Optimize RAG in production environments using Amazon SageMaker JumpStart and Amazon OpenSearch Service

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Generative AI has revolutionized customer interactions across industries by offering personalized, intuitive experiences powered by unprecedented access to information. This transformation is further enhanced...