AI Insights Blog

How to Build a Multimodal AI Full-Stack Application – A Proper Guide

In the era of advanced Artificial Intelligence, where models can not only understand text but also analyze images, audio, and videos, multimodal AI applications have become the next big leap in modern software development.

Why and where to Use LoRA / QLoRA and RAG?

Modern Large Language Models (LLMs) are increasingly central to AI systems — powering everything from enterprise chatbots to multimodal assistants and autonomous agents. However, running, fine-tuning, and maintaining these massive models can be resource-intensive and expensive, especially for Europe

Hugging Face Image-to-Video Model Integration in FastAPI and Django

rise of generative AI has already transformed how we create text, images, and even music. But in 2025, one of the fastest-growing innovations is AI-powered video generation. Instead of relying on expensive camera crews and long editing cycles, businesses and creators are now turning still images.

5 Examples of 3D Virtual Stores: Virtual Shopping Experience

3D virtual stores are transforming the online shopping experience itself as e-commerce evolves. With such virtual stores, a shopper can roam around, touch, and interact with products, just like in a real store while sitting at home.