# aws.amazon.com > AI-optimized mirror of aws.amazon.com containing 50 pages totalling 59,145 words of clean markdown content, structured data, and semantic HTML. Original source: https://aws.amazon.com/. Last updated: 2026-04-29T18:57:34.558Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [site-root.html](/site-root.html) (1 words) ## Articles & Blog Posts - [cn/what-is/transfer-learning/index.html](/cn/what-is/transfer-learning/index.html) (1 words) - [blogs/machine-learning/improve-rag-accuracy-with-fine-tuned-embedding-models-on-amazon-sagemaker.html](/blogs/machine-learning/improve-rag-accuracy-with-fine-tuned-embedding-models-on-amazon-sagemaker.html) (1 words) - [transit-gateway/index.html](/transit-gateway/index.html) (1 words) - [cn/blogs/china/claude-code-open-source-model-enterprise-practice/index.html](/cn/blogs/china/claude-code-open-source-model-enterprise-practice/index.html) (1 words) - [blogs/big-data/detect-and-handle-data-skew-on-aws-glue/index.html](/blogs/big-data/detect-and-handle-data-skew-on-aws-glue/index.html) (1 words) - [blogs/security/how-to-scan-ec2-amis-using-amazon-inspector/index.html](/blogs/security/how-to-scan-ec2-amis-using-amazon-inspector/index.html) (1 words) - [AWS HealthLake pricing](/healthlake/pricing/index.html): This page describes the pricing information for AWS HealthLake, a HIPAA-eligible service to securely store, transform, query, and analyze health data at scale. (2,100 words) - [marketplace/pp/prodview-zmb6cdcenxbyy/index.html](/marketplace/pp/prodview-zmb6cdcenxbyy/index.html) (1 words) - [ai/machine-learning/trainium/index.html](/ai/machine-learning/trainium/index.html) (1 words) - [Understanding Amazon Bedrock model lifecycle](/blogs/machine-learning/understanding-amazon-bedrock-model-lifecycle/index.html) (2,418 words) - [blogs/security/how-aws-waf-threat-intelligence-features-help-protect-the-player-experience-for-betting-and-gaming-customers.html](/blogs/security/how-aws-waf-threat-intelligence-features-help-protect-the-player-experience-for-betting-and-gaming-customers.html) (1 words) - [The future of managing agents at scale: AWS Agent Registry now in preview](/blogs/machine-learning/the-future-of-managing-agents-at-scale-aws-agent-registry-now-in-preview.html) (1,784 words) - [cn/ec2/instance-types/c8g/index.html](/cn/ec2/instance-types/c8g/index.html) (1 words) - [blogs/machine-learning/moderate-audio-and-text-chats-using-aws-ai-services-and-llms.html](/blogs/machine-learning/moderate-audio-and-text-chats-using-aws-ai-services-and-llms.html) (1 words) - [blogs/machine-learning/enhancing-just-walk-out-technology-with-multi-modal-ai.html](/blogs/machine-learning/enhancing-just-walk-out-technology-with-multi-modal-ai.html) (1 words) - [blogs/big-data/improve-productivity-by-using-keyboard-shortcuts-in-amazon-athena-query-editor.html](/blogs/big-data/improve-productivity-by-using-keyboard-shortcuts-in-amazon-athena-query-editor.html) (1 words) - [jp/products/databases/open-source-databases/index.html](/jp/products/databases/open-source-databases/index.html) (1 words) - [blogs/machine-learning/amazon-bedrock-agentcore-observability-with-langfuse.html](/blogs/machine-learning/amazon-bedrock-agentcore-observability-with-langfuse.html) (1 words) - [What Is a Document Database?](/nosql/document/index.html): Learn about document databases and what advantages they can have for your use case. (1,986 words) - [es/what-is/eda/index.html](/es/what-is/eda/index.html) (1 words) - [AWS Config customers](/config/customers/index.html): Read testimonials from customers who use AWS Config to assess, audit, and evaluate the configurations of their AWS resources. (1,132 words) - [blogs/contact-center/prepare-your-contact-center-teams-for-migration-to-amazon-connect.html](/blogs/contact-center/prepare-your-contact-center-teams-for-migration-to-amazon-connect.html) (1 words) - [Amazon Connect Customer Service Level Agreement](/connect/sla/index.html) (1,491 words) - [Accelerate chip-design verification process by running Siemens EDA Calibre on AWS](/blogs/industries/accelerate-chip-design-verification-process-by-running-siemens-eda-calibre-on-aws.html) (2,263 words) - [How quirion sends attachments using email templates with Amazon Simple Email Service (SES)](/blogs/messaging-and-targeting/how-quirion-sends-attachments-using-email-templates-with-amazon-simple-email-service-ses.html) (1,848 words) - [Getting Started with TensorFlow on AWS](/tensorflow/getting-started/index.html) (951 words) - [Amazon Inspector](/inspector/index.html): Amazon Inspector automatically discovers workloads, such as Amazon EC2 instances, containers, and AWS Lambda functions, and code repositories, and scans them for software vulnerabilities and unintended network exposure. (954 words) - [AWS at DMEA 2025: Cloud technology for the future of healthcare](/blogs/industries/aws-at-dmea-2025-cloud-technology-for-the-future-of-healthcare.html) (1,504 words) - [blogs/storage/accelerating-backups-with-amazon-ebs-direct-apis-and-commvault.html](/blogs/storage/accelerating-backups-with-amazon-ebs-direct-apis-and-commvault.html) (1 words) - [Zappos Creates Breakthrough Customer Experiences Using AWS](/solutions/case-studies/zappos-case-study/index.html) (1,682 words) - [Amazon Kendra pricing](/kendra/pricing/index.html) (1,791 words) - [products/connect/customer/retail/index.html](/products/connect/customer/retail/index.html) (1 words) - [Atlassian Scales to Millions of Databases Using Amazon RDS and Amazon Aurora](/solutions/case-studies/atlassian-case-study-rds/index.html) (1,759 words) - [Workforce optimization software in AWS Marketplace](/marketplace/solutions/business-applications/workforce-optimization/index.html) (830 words) - [Mercedes-Benz on AWS](/solutions/case-studies/innovators/mercedes-benz/index.html) (822 words) - [Enhance security and performance with TLS 1.3 and Perfect Forward Secrecy on Amazon OpenSearch Service](/blogs/big-data/enhance-security-and-performance-with-tls-1-3-and-perfect-forward-secrecy-on-amazon-opensearch-service.html) (1,225 words) - [AWS for M&E Video Tutorials: AVC/H.264 encoding configurations for AWS Media Services](/blogs/media/aws-for-me-video-tutorials-avc-h-264-encoding-configurations-for-aws-media-services.html) (767 words) - [Use active learning to build a usable machine learning model faster](/blogs/awsmarketplace/use-active-learning-to-build-a-usable-machine-learning-model-faster.html) (1,582 words) - [Amazon Q in Connect now supports 7 languages for proactive recommendations](/about-aws/whats-new/2025/07/amazon-q-connect-languages-proactive-recommendations.html): Discover more about what's new at AWS with Amazon Q in Connect now supports 7 languages for proactive recommendations (644 words) - [Amazon SQS increases maximum message payload size to 1 MiB](/about-aws/whats-new/2025/08/amazon-sqs-max-payload-size-1mib/index.html): Discover more about what's new at AWS with Amazon SQS increases maximum message payload size to 1 MiB (708 words) - [Mapping your AI/ML career journey](/blogs/training-and-certification/mapping-your-ai-ml-career-journey/index.html) (1,753 words) - [Amazon Bedrock batch inference now supports the Converse API format](/about-aws/whats-new/2026/02/amazon-bedrock-batch-inference-supports-converse-api-format.html): Discover more about what's new at AWS with Amazon Bedrock batch inference now supports the Converse API format (681 words) - [Cookie の設定を選択する](/jp/blogs/news/fmops-llmops-operationalize-generative-ai-and-differences-with-mlops.html) (1,010 words) - [Case Study: Qube Cinema distributes movies faster using digital file delivery on AWS](/blogs/media/case-study-qube-cinema-distributes-movies-faster-using-digital-file-delivery-on-aws.html) (914 words) - [AWS Nitro Enclaves features](/ec2/nitro/nitro-enclaves/features/index.html) (822 words) - [Возможности Amazon Linux 2](/ru/amazon-linux-2/features/index.html) (839 words) - [CVE-2026-6437 - Mount Option Injection in Amazon EFS CSI Driver](/security/security-bulletins/2026-016-aws/index.html) (690 words) - [Taxbit](/marketplace/seller-profile/index.html) (449 words) - [sitemaps/sitemap_taiwan/index.html](/sitemaps/sitemap_taiwan/index.html) (21,726 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives