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Category: Machine learning

September 5, 2024Machine learning

Evaluating prompts at scale with Prompt Management and Prompt Flows for Amazon Bedrock

As generative artificial intelligence (AI) continues to revolutionize every industry, the importance […]

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September 5, 2024Machine learning

Deploy Amazon SageMaker pipelines using AWS Controllers for Kubernetes

Kubernetes is a popular orchestration platform for managing containers. Its scalability and […]

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September 4, 2024Machine learning

Build an ecommerce product recommendation chatbot with Amazon Bedrock Agents

Many ecommerce applications want to provide their users with a human-like chatbot […]

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September 4, 2024Machine learning

Effectively manage foundation models for generative AI applications with Amazon SageMaker Model Registry

Generative artificial intelligence (AI) foundation models (FMs) are gaining popularity with businesses […]

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September 4, 2024Machine learning

How Thomson Reuters Labs achieved AI/ML innovation at pace with AWS MLOps services

This post is co-written by Danilo Tommasina and Andrei Voinov from Thomson […]

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September 3, 2024Machine learning

Build a generative AI image description application with Anthropic’s Claude 3.5 Sonnet on Amazon Bedrock and AWS CDK

Generating image descriptions is a common requirement for applications across many industries. […]

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September 3, 2024Machine learning

Use LangChain with PySpark to process documents at massive scale with Amazon SageMaker Studio and Amazon EMR Serverless

Harnessing the power of big data has become increasingly critical for businesses […]

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August 30, 2024Machine learning

Best practices for prompt engineering with Meta Llama 3 for Text-to-SQL use cases

With the rapid growth of generative artificial intelligence (AI), many AWS customers […]

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August 30, 2024Machine learning

Implementing advanced prompt engineering with Amazon Bedrock

Despite the ability of generative artificial intelligence (AI) to mimic human behavior, […]

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August 29, 2024Machine learning

Accelerate Generative AI Inference with NVIDIA NIM Microservices on Amazon SageMaker

This post is co-written with Eliuth Triana, Abhishek Sawarkar, Jiahong Liu, Kshitiz […]

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