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    • guidance-for-agentic-data-exploration-on-aws

      Public
      This Guidance demonstrates how to overcome data fragmentation challenges by using a team of AI agents to automate the discovery, connection, and analysis of information across siloed systems.
      Python
      3412Updated Nov 28, 2025Nov 28, 2025
    • guidance-for-ai-driven-robotic-simulation-and-training-on-aws

      Public
      This Guidance demonstrates how to build an AI-assisted robot training and fleet management system using Amazon Bedrock foundation models and AWS Trainium. It helps organizations overcome the complexity of training robots for precise tasks and managing fleets at scale
      Python
      1600Updated Nov 28, 2025Nov 28, 2025
    • cloud-intelligence-dashboards-framework

      Public
      Command Line Interface tool for Cloud Intelligence Dashboards deployment
      Python
      2164982514Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-automated-setup-of-aws-transform-for-vmware

      Public
      Automation to help deploy AWS Transform and streamline the setup process by automating the provisioning of required AWS services, network configurations, and security controls.
      PowerShell
      1800Updated Nov 27, 2025Nov 27, 2025
    • accelerated-intelligent-document-processing-on-aws

      Public
      This Guidance demonstrates a scalable, serverless approach for automated document processing and information extraction using AWS services, such as Amazon Bedrock Data Automation and Amazon Bedrock foundational models. It combines generative AI and optical character recognition (OCR) to process documents at scale.
      Jupyter Notebook
      4714772Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-rolling-back-changes-to-datasets-in-amazon-s3

      Public
      Rollback tool for Amazon S3: Within or across-bucket recovery using S3 Versioning, to a specified point-in-time, at scale
      0940Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-multi-agent-orchestration-agent-squad-on-aws

      Public
      This Guidance demonstrates how to effectively orchestrate multiple specialized AI agents to solve complex customer support challenges through different coordination mechanisms on AWS. Modern customer service environments demand sophisticated handling of multi-step interactions, personalized responses, and seamless access to various data sources.
      TypeScript
      621013Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-multi-agent-employee-virtual-assistant-on-aws

      Public
      This Guidance demonstrates how TeamLink AI, an employee virtual assistant, centralizes access to cross-functional knowledge through a unified, intelligent chat interface. Leveraging advanced language models hosted on Amazon Bedrock.
      Python
      0508Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-advanced-multi-modal-chatbot-including-speech-to-speech-on-aws

      Public
      This GenAI solution enables users to extract insights from diverse data formats (video, audio, PDFs, text) through a unified interface. Using AWS AI services, it processes and indexes content at scale, provides quick summaries, and delivers contextualized answers with direct links to source materials.
      JavaScript
      815011Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-developing-infrastructure-as-code-templates-from-architecture-diagrams-on-aws

      Public
      This Guidance demonstrates how to transform architecture diagrams into Infrastructure as Code (IaC) templates using AI, addressing the challenge of time-consuming manual coding for solutions targeted for AWS deployments.
      TypeScript
      53402Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-live-chat-content-moderation-with-generative-ai-on-aws

      Public
      This Guidance demonstrates how organizations can implement generative artificial intelligence (AI) services for automated message screening in live chat environments.
      TypeScript
      1602Updated Nov 27, 2025Nov 27, 2025
    • This Guidance shows how to create a battery digital twin, a virtual representation of a physical electric vehicle battery or battery energy storage system (BESS), and overlay real-time data such as voltage, current, and temperature.
      TypeScript
      717017Updated Nov 27, 2025Nov 27, 2025
    • guidance-for-vibe-coding-with-aws-mcp-servers

      Public
      Hands-on guidance for AI-accelerated AWS development using AWS MCP Servers. Learn to leverage AI coding assistants to enhance your development workflows with AWS best practices.
      Python
      1901Updated Nov 26, 2025Nov 26, 2025
    • guidance-for-claude-code-with-amazon-bedrock

      Public
      This Guidance demonstrates how organizations can implement secure enterprise authentication for Amazon Bedrock using industry-standard protocols and AWS services
      Python
      2582135Updated Nov 26, 2025Nov 26, 2025
    • This guidance demonstrates how to accelerate cloud adoption for VMware workloads by automating the deployment of Amazon EVS environments. Infrastructure and VMware administrators can leverage automated provisioning of essential AWS services, including VPCs, Route 53, and Transit Gateway, eliminating complex manual configurations.
      0000Updated Nov 25, 2025Nov 25, 2025
    • This Guidance helps you assess ad opportunities at scale using real time bidding (RTB)
      Go
      324909Updated Nov 25, 2025Nov 25, 2025
    • guidance-for-deploying-model-context-protocol-servers-on-aws

      Public
      This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content delivery networks and web application firewalls.
      TypeScript
      1913244Updated Nov 25, 2025Nov 25, 2025
    • The Game Analytics Pipeline solution helps game developers to apply a flexible, and scalable DataOps methodology to their games. Allowing them to continuously integrate, and continuously deploy a scalable serverless data pipeline for ingesting, storing, and analyzing telemetry data generated from games, and services.
      TypeScript
      373202Updated Nov 25, 2025Nov 25, 2025
    • guidance-for-multi-region-resilient-microservice-on-aws

      Public
      This Guidance demonstrates how to build highly resilient web applications that can withstand disruptions, minimizing impact on revenue and application downtime
      Java
      46817Updated Nov 25, 2025Nov 25, 2025
    • guidance-for-open-source-3d-reconstruction-toolbox-for-gaussian-splats-on-aws

      Public
      The Open Source 3D Reconstruction Toolbox for Gaussian Splats provides an end-to-end, pipeline-based guidance on AWS to reconstruct 3D scenes or objects from images or video inputs.
      Python
      14900Updated Nov 25, 2025Nov 25, 2025
    • This project demonstrates how to build a cost-effective Retrieval-Augmented Generation (RAG) solution using Amazon DynamoDB as a vector store for small use cases, enabling small businesses to implement AI personalization without the high costs typically associated with specialized vector databases.
      Python
      01200Updated Nov 24, 2025Nov 24, 2025
    • This Guidance demonstrates how Amazon Bedrock, with offers a range of large language models (LLMs), can perform generative AI-powered analysis on structured and unstructured data sets to support investment analysts.
      TypeScript
      61809Updated Nov 24, 2025Nov 24, 2025
    • This Guidance demonstrates how to deploy Cloud Intelligence Dashboards in your AWS environment using AWS CloudFormation templates or command line tools. These pre-built dashboards enable you to drive financial accountability, optimize costs, and track usage goals across their AWS infrastructure.
      Python
      57682513Updated Nov 24, 2025Nov 24, 2025
    • This Guidance demonstrates how to deploy a media lake, which addresses media management challenges for organizations of all sizes using AWS services and partner integrations.
      Python
      82212Updated Nov 21, 2025Nov 21, 2025
    • Source repo of Building SaaS applications on Amazon EKS using GitOps workshop
      HCL
      269812Updated Nov 21, 2025Nov 21, 2025
    • guidance-for-agentic-ai-operational-foundations-on-aws

      Public
      Agentic AI application built on top of a lightweight but well-architected generative foundation components.
      Python
      41542Updated Nov 20, 2025Nov 20, 2025
    • guidance-for-agentic-erp-account-payable-and-receivable-exception-handling-on-aws

      Public
      This Guidance demonstrates how to accelerate ERP operations through intelligent exception handling using AWS AI agentic services, offering two distinct implementation patterns through Strands SDK and Amazon Quick Suite.
      Python
      0000Updated Nov 20, 2025Nov 20, 2025
    • This Guidance shows how to unlock instant insights with a generative AI assistant that transforms content consumption across diverse sources, including web documents, PDFs, media files, and YouTube videos.
      JavaScript
      11509Updated Nov 20, 2025Nov 20, 2025
    • This guidance helps game developers automate the process of creating a non-player character (NPC) for their games, and associated infrastructure, that leverage Unreal Engine MetaHuman, Large Language Models Operations (LLMOps), and generative AI to improve NPC conversational skills.
      Python
      5401Updated Nov 19, 2025Nov 19, 2025
    • guidance-for-automating-non-conformance-reviews-on-aws

      Public
      This Guidance shows how to automate non-conformance review (NCR) disposition recommendations using generative AI and image analysis to reduce manufacturing delays. It demonstrates a multimodal recommender system that integrates with existing quality ticketing systems to accelerate quality engineering decisions.
      TypeScript
      0002Updated Nov 19, 2025Nov 19, 2025