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OpenAI’s Assistants API offers an efficient way to implement Retrieval Augmented Generation. Upload up to 10,000 files into a vector database and create Assistants that can answer questions based on the uploaded content.In this blog, learn how to:Stream responses from OpenAI’s Assistants in real-time using AWS Lambda.Enhance user experience by streaming the response directly from the Lambda function.
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In this series, learn to deploy WebAssembly (WASM) projects using Rust, S3, and CloudFront. Perfect for serverless web-delivered code.Key Steps:Build WASM Package: Use Trunk to bundle Rust code.Deploy to S3: Configure an S3 bucket for static websites and upload the build output.Set Up CloudFront: Create a CloudFront distribution for global content delivery https://lnkd.in/e3AxiFeZ
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DevOps Bulletin
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Monorepos centralize your codebases but can slow down CI/CD pipelines due to extensive testing. Change-based testing optimizes this by running tests only on the modified parts of the code, significantly reducing pull request run times and enhancing productivity.https://lnkd.in/eZAQCZqe
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Struggling to stay engaged in meetings while taking notes? Check out "Distill" – an AI tool developed by the OCTO team that uses AWS services like Lambda, Transcribe, and Bedrock to transcribe and summarize meetings in real-time. 🔧 How It Works:Upload an audio file to an S3 bucket.Lambda functions transcribe the audio and send it to Bedrock for summarization.The summary, including key takeaways and to-dos, is saved back to S3. https://lnkd.in/egQKMc7S
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Discover the secrets to managing stack dependencies in AWS CDK:✔️ Learn about service references between stacks in code.✔️ Explore importing services using helpers.✔️ Understand the benefits and drawbacks of each approach.Key Takeaways:🔹 Best practices for splitting AWS CDK apps into multiple stacks.🔹 Ensuring correct stack deployment order for seamless operation.🔹 Two main methods: code references vs. importing with helpers. https://lnkd.in/e69SGdnp
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How the Account Factory for Terraform (AFT) can streamline the creation and management of AWS accounts. AFT automates account provisioning, ensuring consistency, security, and compliance.🔑 Key Components:Control Tower: Manages multi-account environments.Service Catalog: Deploys IaC templates.CI/CD Pipelines: Automates account vending and customization.Shared Accounts: Centralized logging and auditing.Vended Accounts: On-demand AWS accounts for specific needs. https://lnkd.in/eVGRhAZu
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Discover how to build and deploy a QR Code Generator API using AWS Lambda and Terraform. Serverless architectures offer scalability, cost-effectiveness, and ease of maintenance, making this project a perfect fit.🔧 Key Steps:Create a Lambda Function: Handle HTTP requests to generate QR Codes.Write Function Code: Process URLs and generate QR Codes.Deploy the Function: Use AWS Console or Terraform.Test the API: Send POST requests to check the QR Code generation.IaC with Terraform: Define and manage infrastructure as code.HTML Frontend: Create a simple interface for user input.CI/CD Pipeline: Automate deployment with Jenkins.GitHub Repository: Manage code and infrastructure in one place. https://lnkd.in/eb9zR8hN
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e1s is a terminal application to easily browse and manage AWS ECS resources, supports both Fargate and EC2 ECS launch types. https://lnkd.in/dAnyt99f
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Want to create a URL shortener like TinyURL? Check out this guide to build one using AWS and Terraform. Manage infrastructure effortlessly and leverage caching for speedy redirects.🔧 Key Components:API Gateway: Handle HTTP requests.Lambda Functions: Run code serverlessly.DynamoDB: Store short URLs.DAX: Accelerate DynamoDB with caching https://lnkd.in/eGcs3s5K
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Check out this guide to use AWS Cloudwatch and SNS for audit alerts, ensuring your EKS environment's security and compliance.🔍 Key Points:EKS Audit Logs: Monitor cluster actions without agents.Enhanced Security: Detect unauthorized access and malicious actions.Compliance: Maintain standards like PCI-DSS and HIPAA.Troubleshooting: Quickly resolve issues.Monitoring: Optimize cluster performance. https://lnkd.in/eMxMz9mz
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