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Category: Machine learning

June 20, 2024Machine learning

Connect to Amazon services using AWS PrivateLink in Amazon SageMaker

AWS customers that implement secure development environments often have to restrict outbound […]

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June 20, 2024Machine learning

Evaluate the reliability of Retrieval Augmented Generation applications using Amazon Bedrock

Retrieval Augmented Generation (RAG) is a technique that enhances large language models […]

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June 20, 2024Machine learning

Create natural conversations with Amazon Lex QnAIntent and Knowledge Bases for Amazon Bedrock

Customer service organizations today face an immense opportunity. As customer expectations grow, […]

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June 19, 2024Machine learning

Maximize your Amazon Translate architecture using strategic caching layers

Amazon Translate is a neural machine translation service that delivers fast, high […]

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June 19, 2024Machine learning

Deploy a Slack gateway for Amazon Bedrock

In today’s fast-paced digital world, streamlining workflows and boosting productivity are paramount. […]

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June 18, 2024Machine learning

Improving air quality with generative AI

As of this writing, Ghana ranks as the 27th most polluted country […]

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June 18, 2024Machine learning

Safeguard a generative AI travel agent with prompt engineering and Guardrails for Amazon Bedrock

In the rapidly evolving digital landscape, travel companies are exploring innovative approaches […]

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June 18, 2024Machine learning

Streamline financial workflows with generative AI for email automation

Many companies across all industries still rely on laborious, error-prone, manual procedures […]

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June 18, 2024Machine learning

Use zero-shot large language models on Amazon Bedrock for custom named entity recognition

Name entity recognition (NER) is the process of extracting information of interest, […]

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June 17, 2024Machine learning

Accelerate deep learning training and simplify orchestration with AWS Trainium and AWS Batch

In large language model (LLM) training, effective orchestration and compute resource management […]

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