AI Insights Blog

Comprehensive Guide: Apache Kafka Explained & Integrating Kafka with FastAPI in Python (2025 Edition)

Apache Kafka is the de facto standard for building event-driven architectures, real-time data pipelines, and scalable message brokers. This detailed, keyword-rich guide targets software engineers, solutions architects, and DevOps teams looking to implement FastAPI Kafka integration.

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

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.

Revolutionizing Recruitment: Building an AI-Powered HR System with FastAPI, Streamlit, and Groq

built an AI-Powered HR Recruitment System that streamlines candidate screening, evaluates resumes, and even generates interview questionsΓÇè-ΓÇèall with the help of FastAPI, Next.js, and Groq API.