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Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 1

Best practices for building robust generative AI applications with Amazon Bedrock Agents – Part 1

Building intelligent agents that can accurately understand and respond to user queries is a complex undertaking that requires careful planning and execution across multiple stages. Whether you are developing a customer service chatbot or a virtual assistant, there are numerous considerations to keep in mind, from defining the agent’s scope and capabilities to architecting a …

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AWS recognized as a first-time Leader in the 2024 Gartner Magic Quadrant for Data Science and Machine Learning Platforms

AWS recognized as a first-time Leader in the 2024 Gartner Magic Quadrant for Data Science and Machine Learning Platforms

Over the last 18 months, AWS has announced more than twice as many machine learning (ML) and generative artificial intelligence (AI) features into general availability than the other major cloud providers combined. This accelerated innovation is enabling organizations of all sizes, from disruptive AI startups like Hugging Face, AI21 Labs, and Articul8 AI to industry …

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Build a serverless voice-based contextual chatbot for people with disabilities using Amazon Bedrock

Build a serverless voice-based contextual chatbot for people with disabilities using Amazon Bedrock

At Amazon and AWS, we are always finding innovative ways to build inclusive technology. With voice assistants like Amazon Alexa, we are enabling more people to ask questions and get answers on the spot without having to type. Whether you’re a person with a motor disability, juggling multiple tasks, or simply away from your computer, …

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Maintain access and consider alternatives for Amazon Monitron

Maintain access and consider alternatives for Amazon Monitron

Amazon Monitron, the Amazon Web Services (AWS) machine learning (ML) service for industrial equipment condition monitoring, will no longer be available to new customers effective October 31, 2024. Existing customers of Amazon Monitron will be able to purchase devices and use the service as normal. We will continue to sell devices until July 2025 and …

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Import a question answering fine-tuned model into Amazon Bedrock as a custom model

Import a question answering fine-tuned model into Amazon Bedrock as a custom model

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI. Common …

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Architecture to AWS CloudFormation code using Anthropic’s Claude 3 on Amazon Bedrock

Architecture to AWS CloudFormation code using Anthropic’s Claude 3 on Amazon Bedrock

The Anthropic’s Claude 3 family of models, available on Amazon Bedrock, offers multimodal capabilities that enable the processing of images and text. This capability opens up innovative avenues for image understanding, wherein Anthropic’s Claude 3 models can analyze visual information in conjunction with textual data, facilitating more comprehensive and contextual interpretations. By taking advantage of …

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How Northpower used computer vision with AWS to automate safety inspection risk assessments

How Northpower used computer vision with AWS to automate safety inspection risk assessments

This post is co-written with Andreas Astrom from Northpower. Northpower provides reliable and affordable electricity and fiber internet services to customers in the Northland region of New Zealand. As an electricity distributor, Northpower aims to improve access, opportunity, and prosperity for its communities by investing in infrastructure, developing new products and services, and giving back …

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Announcing fine-tuning for customization and support for new models in Azure AI 

Announcing fine-tuning for customization and support for new models in Azure AI 

AI has revolutionized the way we approach problem-solving and creativity in various industries. From generating realistic images to crafting human-like text, these models have shown immense potential. However, to truly harness their power, customization is key. We are announcing new customization updates on Microsoft Azure AI including: General availability of fine-tuning for Azure OpenAI Service …

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