StudyMentor RAG Chatbot (Backend + Frontend) A Retrieval-Augmented Generation (RAG) powered AI/ML study assistant built with Flask, FAISS, Sentence Transformers, MongoDB, Ollama (LLaMA 3), and React. The project includes gesture recognition, PDF/URL ingestion, caching, and chat history storage.
š Features
š RAG-based context retrieval from PDFs and online sources š FAISS vector search with caching š¤ LLaMA 3 integration using Ollama ā Gesture-controlled input using MediaPipe š§ SentenceTransformer embeddings š MongoDB Atlas chat history logging š„ Full React frontend ā” Lightning-fast and ready for deployment š¦ Tech Stack