Welcome back to Suf Learning! 🚀

In this video, I’m going to show you how to build a fully functional AI Chatbot from scratch using Machine Learning—and the best part? No API Keys are required!

We’ll start by generating a custom Q&A dataset with Gemini, then we’ll move into a Jupyter Notebook to train a Random Forest model. Finally, I’ll show you how to save your model using Joblib and deploy it as a professional web app with Streamlit.

This is a perfect end-to-end project for your portfolio or final-year BCA/CS project!

📍 What we cover:

Data Generation with AI

Text Vectorization (TF-IDF)

Training the “Brain” (Random Forest)

Saving & Loading .pkl files

Building the Streamlit UI

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