Introduction This guide offers a comprehensive walkthrough for building and using your own MCP (Model Context Protocol) server. It covers core concepts, step-by-step implementation, and practical best practices, empowering you to create an AI-driven system that can understand prompts, execute developer tasks, and integrate seamlessly with tools like GitHub. What is MCP? The Model Context […]
Ever wanted to create a custom question-answering app powered by your data, with responses generated using a Large Language Model (LLM)? Welcome to this guide where we’ll walk you through building a Retrieval-Augmented Generation (RAG) app. RAG uses a combination of Vector Database (VectorDB) and LLM, allowing you to answer queries grounded in a unique […]
Imagine having an application that could summarize any piece of text and then answer your questions about it—all with a single click. Sounds like science fiction? It’s very real, and today, I’ll walk you through building just such an AI-powered app using LangChain, Hugging Face models, and Streamlit. This project is accessible, beginner-friendly, and also […]
In today’s digital age, businesses are often faced with the decision of choosing between custom software and off-the-shelf solutions. Which is better? As is often the case, the answer is: “It depends.” Both have their advantages and drawbacks. In this post, we’ll dive into the pros and cons of each, supplemented with real-world scenarios, to […]