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Category: Machine learning

December 23, 2024Machine learning

Improving Retrieval Augmented Generation accuracy with GraphRAG

Customers need better accuracy to take generative AI applications into production. In […]

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December 23, 2024Machine learning

Using transcription confidence scores to improve slot filling in Amazon Lex

When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges […]

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December 19, 2024Machine learning

Add a generative AI experience to your website or web application with Amazon Q embedded

Generative AI offers many benefits for both you, as a software provider, […]

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December 19, 2024Machine learning

Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

As generative AI capabilities evolve, successful business adoptions hinge on the development […]

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December 19, 2024Machine learning

An introduction to preparing your own dataset for LLM training

Large language models (LLMs) have demonstrated remarkable capabilities in a wide range […]

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December 18, 2024Machine learning

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, […]

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December 18, 2024Machine learning

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

Many enterprise customers across various industries are looking to adopt Generative AI […]

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December 17, 2024Machine learning

Simplify multimodal generative AI with Amazon Bedrock Data Automation

Developers face significant challenges when using foundation models (FMs) to extract data […]

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December 17, 2024Machine learning

How TUI uses Amazon Bedrock to scale content creation and enhance hotel descriptions in under 10 seconds

TUI Group is one of the world’s leading global tourism services, providing […]

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December 17, 2024Machine learning

Llama 3.3 70B now available in Amazon SageMaker JumpStart

Today, we are excited to announce that the Llama 3.3 70B from […]

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