Architecture Best Practices for Machine Learning

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  • Pattern

    New

    Create access controls in Amazon EKS with…

    Use Amazon Bedrock agents to execute action groups that can connect with Amazon EKS clusters to add access control entries, or get information about existing entries.

    HTML | PDF

    Tags: Containers | DevOps | Machine Learning | Serverless

    January 30, 2025
  • Pattern

    New

    Automate CodeGuru reviews for AWS CDK…

    Streamline the development, deployment, and continuous improvement of serverless applications using the AWS CDK, CodeGuru, and GitHub Actions.

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    Tags: DevOps | Serverless

    January 27, 2025
  • AWS Solution

    Updated

    QnABot on AWS

    Deploy a multi-channel, multi-language conversational interface (chatbot) that responds to your customer’s questions, answers, and feedback, powered by large language models (LLMs).
    November 2024
  • Pattern

    New

    Configure logging in Amazon Bedrock using…

    Use an infrastructure as code approach to configure model invocation logging for Amazon Bedrock.

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    Tags: Infrastructure | Machine Learning | Storage & Backup

    January 21, 2025
  • AWS Solution

    Updated

    Content Localization on AWS

    Deploy a solution that automatically creates accurate multi-language subtitles for your video-on-demand (VOD) content to reach new audiences, globally.
    December 2024
  • Reference Architecture Diagram

    New
    This reference architecture diagram demonstrates how to leverage AWS services like AWS Glue, Amazon Bedrock, Amazon OpenSearch Service, vector embedding, K-means clustering, and LLMs to identify top trending search queries for optimizing content strategy, improving user experience, and potentially increasing revenue.

    PDF

    Analytics | Machine Learning & AI

    December 2024
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