Building a GenAI API with FastAPI: From Model Integration to Deployment

Posted on Wed 23 September 2026 in GenAI • Tagged with GenAI, FastAPI, LLM, AIEngineering, Python, APIDevelopment, ModelIntegration, BackendDevelopment, Deployment, GenerativeAI

Introduction

Generative AI applications use language models to generate text, answer questions, and automate tasks. FastAPI provides a Python-based framework for connecting these models to web applications through APIs.

By combining FastAPI with an LLM, developers can build AI-powered chatbots, content generators, document assistants, and intelligent automation tools.

What Is …


Continue reading

Methodology for Cloning a Webpage in Kiro and Deploying via Vercel

Posted on Wed 26 August 2026 in Web Development • Tagged with Kiro, Vercel, webpage-cloning, deployment, front-end-development, AI-coding-tools, HTML, static-site-deployment

If you're learning front-end development, one of the fastest ways to sharpen your skills is by recreating an existing webpage. It forces you to actually look closely at layout, spacing, typography, and structure instead of guessing. In this post, I'll walk through how to clone a webpage using Kiro (an …


Continue reading