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Getting started with Amazon Titan Text Embeddings

Getting started with Amazon Titan Text Embeddings

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space. This technique is achieved through the use of ML algorithms that enable the understanding of the meaning and context of data (semantic …

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Build a movie chatbot for TV/OTT platforms using Retrieval Augmented Generation in Amazon Bedrock

Build a movie chatbot for TV/OTT platforms using Retrieval Augmented Generation in Amazon Bedrock

Improving how users discover new content is critical to increase user engagement and satisfaction on media platforms. Keyword search alone has challenges capturing semantics and user intent, leading to results that lack relevant context; for example, finding date night or Christmas-themed movies. This can drive lower retention rates if users can’t reliably find the content …

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How Mendix is transforming customer experiences with generative AI and Amazon Bedrock

How Mendix is transforming customer experiences with generative AI and Amazon Bedrock

This post was co-written with Ricardo Perdigao, Solution Architecture Manager at Mendix, a Siemens business. Mendix, a Siemens business, offers the low-code platform with the vision and execution designed for today’s complex software development challenges. Since 2005, we’ve helped thousands of organizations worldwide reimagine how they develop applications with our platform’s cutting-edge capabilities. Mendix allows …

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Train and host a computer vision model for tampering detection on Amazon SageMaker: Part 2

Train and host a computer vision model for tampering detection on Amazon SageMaker: Part 2

In the first part of this three-part series, we presented a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. In this post, we present an approach to develop a deep learning-based computer vision model to …

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Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1

Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1

With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform a range of generative tasks such as question answering, summarization, and content creation on text data. However, real-world data exists in multiple modalities, such as text, images, video, and audio. Take …

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Elevate Azure expertise with new AI and optimization video episodes

The Azure Enablement Show is a library of fun, bite-sized videos that highlight valuable resources for anyone looking to learn more about cloud computing and related Azure tools. In this blog we announce two new video series: Azure Optimization Skilling, which explores best practices and resources to maximize the value of your cloud investment, and …

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