Generate AI powered insights for Amazon Security Lake using Amazon SageMaker Studio and Amazon Bedrock

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(For example: https://git-codecommit... After you paste the URL, select Clone “https://git-codecommit... Navigate to the project’s source folder (…/amazon-security-lake-generative-ai/source)... Select the amazon_security_lake_glue_db_<YOUR-REGION> database... For example, if your Security Lake is in us-east-1, the value would be amazon_security_lake_glue_db_us_east_1 For Actions...

Load testing the Pragma backend game engine to 1 million concurrent users on AWS

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In this blog, we will dive into the significance of load testing a game backend, and how AWS for Games partner, Pragma, successfully load tested one million concurrent users (CCU) on their managed game backend platform that runs on AWS... All games, and especially online and multiplayer, require a robust and efficient game backend to help deliver the experience players expect... Well-designed back...

Host the Whisper Model on Amazon SageMaker: exploring inference options

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OpenAI Whisper is an advanced automatic speech recognition (ASR) model with an MIT license... This state-of-the-art model is trained on a vast and diverse dataset of multilingual and multitask supervised data collected from the web... SageMaker empowers data scientists, developers, and organizations to develop, train, deploy, and manage machine learning models at scale... Offering a wide range of ...

AWS Supply Chain update: Three new modules supporting upstream activities

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We are launching three new modules for AWS Supply Chain today... Here’s an overview: Supply Planning – This module helps you to accurately forecast and plan purchases of raw materials, components, and finished goods... Let’s take a look at each one… Supply Planning AWS Supply Chain already includes a Demand Planning module which uses proprietary machine learning algorithms to forecast d...

AWS Weekly Roundup—Amazon Route53, Amazon EventBridge, Amazon SageMaker, and more – January 15, 2024

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Amazon EventBridge – EventBridge now supports AWS AppSync as a target of EventBridge buses... If you want to learn something new and get a free Amazon Web Services (AWS) Learning Badge, check out the new Events and Workflows Learning Path... This learning path will teach you everything you need to know about AWS Step Functions, Amazon EventBridge, event-driven architectures, and serverless, an...

Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model

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Embeddings are generated by representational language models that translate text into numerical vectors and encode contextual information in a document... This enables applications such as semantic search, Retrieval Augmented Generation (RAG), topic modeling, and text classification... In this post, we showcase an application that can search and query across financial news in different languag...

Amazon ECS supports a native integration with Amazon EBS volumes for data-intensive workloads

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You can run data workloads requiring storage that supports high transaction volumes and throughput, such as extract, transform, and load (ETL) jobs for big data, which need to fetch existing data, perform processing, and store this processed data for downstream use... To learn more, see Using data volumes in Amazon ECS tasks and persistent storage best practices in the AWS documentation... G...