How to Build AI Assistant (Malayalam) ? Python , Deepseek , FAISS | Wikipedia to AI Chatbot

Want to create an AI-powered Q&A system using Wikipedia, FAISS, and DeepSeek (Ollama)? This video walks you through building a RAG (Retrieval-Augmented Generation) system that fetches Wikipedia content, stores it in a FAISS vector database, and answers user queries using DeepSeek's LLM.

🔹 What You'll Learn:
✅ Fetch and process Wikipedia content using Python
✅ Use FAISS for efficient vector-based search
✅ Generate intelligent responses with DeepSeek (Ollama)
✅ Build an interactive chatbot UI with Streamlit

💡 Code Used in This Video:
https://github.com/codersbranch/labs/tree/main/wikirag

English version video
https://www.youtube.com/watch?v=UGVSSff1I2o