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.

How to Develop an MCP Server From Scratch

The Model Context Protocol (MCP) is fast becoming a foundational standard in the AI / agent ecosystem. It defines a uniform way for large language models (LLMs) or AI agents to access external tools, resources, and prompts via a well-defined protocol. MCP servers act as bridges between agents

What Is MCP Server and How It Works

In the landscape of AI agents and tool-enabled language models, MCP (Model Context Protocol) is emerging as a foundational standard. MCP Servers act as bridges that allow large language models (LLMs) or agent clients to call tools, access resources, and interact with external systems in a structured

How to Build AI Agents for Free

You can build powerful AI agents for free using open-source libraries, community platforms, and free-tier cloud services. Tools like LangGraph, LangChain, Hugging Face, and n8n make it possible to prototype and deploy agents without spending a single dollar.

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.

How to Integrate AI Models or n8n Webhooks in a Django Project

Django is one of the most popular web frameworks for Python. Its batteries-included philosophy, scalability, and security make it the default choice for countless startups and enterprises. From social media platforms to banking dashboards, Django powers mission-critical applications worldwide.