Poor man’s RAG: AWS S3 Vector Store
Using AWS S3 Vectors, we built a simple and cost-effective RAG solution that augments an LLM with domain-specific knowledge.
Tag: aws
Cloud Custodian: Jack of all trades, master of none?
Cloud Custodian vs. AWS Services
Speech to Structure: Extracting Structured Data from Speech
How an audio recording can be transformed into structured, machine-readable JSON on AWS – using Amazon Transcribe, Amazon Bedrock, and Step Functions?
GitOps with the Amazon EKS Capabilities platform
Argo CD and Kargo in practice - benefits, trade-offs, and real-world lessons
Infrastructure as Prompt (IaP) and the AWS Prompt Library
Can natural language replace infrastructure code?
I Let AI Build My AWS Infrastructure — Here’s What I Learned
I let AI build my AWS EKS cluster — it impressed, it stumbled, but it’s surprisingly helpful for real cloud work.
