Build a GenAI Chatbot with AWS Serverless Architecture


If you are interested to build a GenAI Chatbot with AWS Serverless architecture. Here you go - I have created a sample project to demonstrate that. https://www.youtube.com/watch?v=5PUlrJ-w2RM Let's take a look at the architecture: The frontend is written in React and deployed to CloudFront with Cognito authentication. The backend has 3 options: Lambda function URL … Continue reading Build a GenAI Chatbot with AWS Serverless Architecture →

How to assume root user of an AWS account?


Due to that some tasks require root user credentials, from time to time we need to login into an AWS account as root, e.g removing a misconfigured S3 bucket policy which denies all principals. Conventionally, we login into the account from the AWS login console with root user email, password and MFA. Now, there is … Continue reading How to assume root user of an AWS account? →

Unleashing the Power of Generative AI: Building a Smart Image Library


In our ever-evolving digital landscape, managing and organising vast collections of images can be a daunting task. However, with the advent of Generative AI (GenAI), we now have the ability to revolutionise the way we interact with and search for images. In this blog, we'll explore how to harness the power of GenAI to build … Continue reading Unleashing the Power of Generative AI: Building a Smart Image Library →

Image-Reader: A project to explore Claude 3 Vision Capabilities


A week ago, AWS announced that Anthropic's Claude 3 Sonnet model now available on Amazon Bedrock. I am so eager to give it a try, especially its vision capabilities, as it is the first multimodal foundation model in Amazon Bedrock excluding embedding models. According to Anthropic's introduction, the Claude 3 family is smarter, faster and … Continue reading Image-Reader: A project to explore Claude 3 Vision Capabilities →