COLAB Archives

Tag Archives: COLAB

Artificial Intelligence, Machine Learning, Natural Language Processing

Building an AI-Powered Image Generation App Using Stable Diffusion

Posted on December 17, 2024 by Rupendra Choudhary

In this tutorial, I’ll walk you through building an AI-powered image generation application that uses Stable Diffusion for creating images based on user prompts. By leveraging Google Colab’s free GPU, we’ll use Stable Diffusion to perform the heavy computations and then connect it to a Flask w...

Application, Machine Learning, Natural Language Processing

Building a Powerful QA System with RAG Pipeline: A Step-by-Step Guide

Posted on December 14, 2024 by Rupendra Choudhary

Retrieval-Augmented Generation (RAG) pipelines are transforming the way we handle complex question-answering tasks. By combining the precision of information retrieval with the creativity of natural language generation, these systems can deliver contextually accurate answers from large collections o...