AWS
Chat with Your Data: A Simple Guide Using Amazon Bedrock, LangChain, and Streamlit
Segment your data into chunks and store them in a Vector database. Utilise Amazon Bedrock’s embeddings protocol using Langchain. Build a Streamlit website to chat with your data.
How to Deploy a Docker Image to Amazon ECR and Run It on Amazon EC2
A step-by-step guide to deploying a Docker image to Amazon ECR and running it on Amazon EC2.
Connect services in ECS with AWS ECS Service Connect
Build an image from a base image pulled from Docker Hub, create a container on a specified port from that image and push the image to Amazon ECR repository.
Configuring a Python Environment to Automatically Run on EC2 Instance Startup
A guide to configuring a Python environment to automatically run on Amazon EC2 instance startup.
Bedrock unveiled: Indexing own data to OpenSearch Serverless via a Lambda
How to use the Bedrock Embedding Titan model to index documents towards an OpenSearch Serverless vector database.
Mirror GitHub Repository to AWS CodeCommit Using GitHub Actions
Design a Notification System with AWS Serverless — Notes and Highlights
Building a scalable, highly available, and reliable notification system using AWS Serverless, EventBridge, and SQS.
Host-Based Routing in AWS Application Load Balancers
Application Load Balancer offers various routing options tailored to your specific requirements.
Deploying a Web App on AWS S3 Using GitHub Actions
A step-by-step guide to deploying a web app on AWS S3 using GitHub Actions.