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Category: Machine learning

April 29, 2025Machine learning

Responsible AI in action: How Data Reply red teaming supports generative AI safety on AWS

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional […]

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April 29, 2025Machine learning

Improve Amazon Nova migration performance with data-aware prompt optimization

In the era of generative AI, new large language models (LLMs) are […]

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April 28, 2025Machine learning

Customize Amazon Nova models to improve tool usage

Modern large language models (LLMs) excel in language processing but are limited […]

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April 28, 2025Machine learning

Evaluate Amazon Bedrock Agents with Ragas and LLM-as-a-judge

AI agents are quickly becoming an integral part of customer workflows across […]

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April 24, 2025Machine learning

Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

This blog post is co-written with Renuka Kumar and Thomas Matthew from […]

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April 24, 2025Machine learning

Combine keyword and semantic search for text and images using Amazon Bedrock and Amazon OpenSearch Service

Customers today expect to find products quickly and efficiently through intuitive search […]

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April 24, 2025Machine learning

AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model

AWS Field Experience (AFX) empowers Amazon Web Services (AWS) sales teams with […]

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April 23, 2025Machine learning

Protect sensitive data in RAG applications with Amazon Bedrock

Retrieval Augmented Generation (RAG) applications have become increasingly popular due to their […]

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April 23, 2025Machine learning

Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

Archival data in research institutions and national laboratories represents a vast repository […]

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April 22, 2025Machine learning

Supercharge your LLM performance with Amazon SageMaker Large Model Inference container v15

Today, we’re excited to announce the launch of Amazon SageMaker Large Model […]

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