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  • Let's make Cloud #65: Transforming Diagrams into IaC Code with Claude 3 and Amazon Bedrock, Serverless RAG on AWS, AWS CDK for Platform Engineers

Let's make Cloud #65: Transforming Diagrams into IaC Code with Claude 3 and Amazon Bedrock, Serverless RAG on AWS, AWS CDK for Platform Engineers

Transforming Diagrams into IaC Code with Claude 3 and Amazon Bedrock, Serverless RAG on AWS, AWS CDK for Platform Engineers

Author

Monica Colangelo
April 04, 2024

Hello CloudMakers!

Today we shall see:

  • Transforming Diagrams into IaC Code with Claude 3 and Amazon Bedrock

  • Serverless RAG on AWS

  • AWS CDK for Platform Engineers

Enjoy!

Transforming Diagrams into Code: AI-Powered IaC with Claude 3 and Amazon Bedrock

This article dives deep into how to integrate AI tools into infrastructure development, focusing on the functionality of Claude and the concept of rapid prototyping. It walks you through using AWS Bedrock, Streamlit, and Claude 3 to speedily turn architectural diagrams into usable code. With clear examples and straightforward instructions, you'll gain a solid grasp of how to optimize your cloud deployment processes with these powerful technologies.

Transforming Diagrams into Code with Claude 3 and Amazon Bedrock

Discover how AI models like Claude 3 with Amazon Bedrock streamline the transformation of architectural diagrams into functional infrastructure code.

letsmake.cloud/transforming-diagrams-into-code

Serverless RAG on AWS

This article discusses implementing a serverless Retrieve-and-Generate (RAG) pipeline on AWS, leveraging Faiss and Langchain with AWS services like Lambda, DynamoDB, and S3. It outlines a setup that integrates OpenAI's text embeddings and GPT-3.5 Turbo for a project, with the flexibility to swap in other technologies like Sentence Transformers or different language models. This approach offers a cost-effective and powerful solution for smaller projects without the need for dedicated vector database instances.

100% Serverless RAG on AWS

In this article I present a lightweight approach to run a Serverless RAG pipeline on AWS with Faiss and Langchain by using Lambda, DynamoDB and S3. I use this setup myself in a playground project…

medium.com/@fynnfluegge/serverless-rag-on-aws-bf8029f8bffd

AWS CDK for Platform Engineers - The Mindset

This article offers insight into transitioning from traditional IaC tools to AWS CDK for cloud infrastructure development, particularly for those familiar with Terraform but new to CDK. It covers the evolution of IaC tools, addresses common misconceptions about CDK, and suggests that learning programming basics can enhance infrastructure engineering skills.

The author advocates for CDK as a bridge between development and operations, facilitating a true DevOps culture by making infrastructure code development accessible to software engineers while maintaining the technical depth needed for complex cloud configurations.

AWS CDK for Platform Engineers — The Mindset

Over the past year, as the Platform Team Lead at a large company, I’ve been developing a platform using AWS CDK. The organization is…

medium.com/@netvolart/aws-cdk-for-platform-engineers-the-mindset-99242cb21f5e

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