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Category: Machine learning

September 6, 2024Machine learning

How Vidmob is using generative AI to transform its creative data landscape

This post was co-written with Mickey Alon from Vidmob. Generative artificial intelligence […]

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September 6, 2024Machine learning

Ground truth curation and metric interpretation best practices for evaluating generative AI question answering using FMEval

Generative artificial intelligence (AI) applications powered by large language models (LLMs) are […]

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September 6, 2024Machine learning

Fine-tune Llama 3 for text generation on Amazon SageMaker JumpStart

Generative artificial intelligence (AI) models have become increasingly popular and powerful, enabling […]

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September 5, 2024Machine learning

Build powerful RAG pipelines with LlamaIndex and Amazon Bedrock

This post was co-written with Jerry Liu from LlamaIndex. Retrieval Augmented Generation […]

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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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