Use a generative AI foundation model for summarization and question answering using your own data

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Large language models (LLMs) can be used to analyze complex documents and provide summaries and answers to questions... Once you have a solid LLM, you’ll want to expose that LLM to business users to process new documents, which could be hundreds of pages long... In this post, we demonstrate how to construct a real-time user interface to let business users process a PDF document of arbitrary leng...

Integrate Amazon SageMaker Model Cards with the model registry

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Amazon SageMaker Model Cards enable you to standardize how models are documented, thereby achieving visibility into the lifecycle of a model, from designing, building, training, and evaluation... Model cards are intended to be a single source of truth for business and technical metadata about the model that can reliably be used for auditing and documentation purposes... They provide a factsheet of...

US lawmakers propose SEC chair consider legislation, not enforcement approach to crypto

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French Hill and Dusty Johnson suggested the SEC may have undertaken certain actions on crypto “seemingly timed to coincide with related Congressional activity...Related: SEC’s Gensler offered to serve as an adviser to Binance in 2019, lawyers claimThe two lawmakers also referenced a recent summary judgment affecting crypto regulation, likely referring to an SEC v... In the wake of the court d...

Reimagine Software Development With CodeWhisperer as Your AI Coding Companion

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In the few months since Amazon CodeWhisperer became generally available, many customers have used it to simplify and streamline the way they develop software... CodeWhisperer uses generative AI powered by a foundational model to understand the semantics and context of your code and provide relevant and useful suggestions... As you begin writing your code, CodeWhisperer is there, working alongside...

How Amazon CodeGuru Security helps you effectively balance security and velocity

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In this blog post, we demonstrate how the new Amazon CodeGuru Security service and its fully managed, machine learning (ML)-powered code security analysis capabilities provide intelligent recommendations to improve code security and quality... Amazon CodeGuru Security enhances the overall security posture of applications that are deployed in your environment while reducing the time to deploy in p...

Let’s Architect! DevOps Best Practices on AWS

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DevOps has revolutionized software development and operations by fostering collaboration, automation, and continuous improvement... In this blog post, we will explore the best practices and architectural considerations for implementing DevOps with Amazon Web Services (AWS), enabling you to build efficient and scalable systems that align with DevOps principles... DevOps revolution Distributed sy...

Enhance Amazon Lex with conversational FAQ features using LLMs

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Amazon Lex is a service that allows you to quickly and easily build conversational bots (“chatbots”), virtual agents, and interactive voice response (IVR) systems for applications such as Amazon Connect... Artificial intelligence (AI) and machine learning (ML) have been a focus for Amazon for over 20 years, and many of the capabilities that customers use with Amazon are driven by ML... We ann...