Smart Academic Assistant

A Retrieval-Augmented Generation (RAG) application built using Streamlit and LangChain.

Features

• Upload PDF, DOCX and TXT documents
• Semantic search using FAISS
• Question Answering with Groq Llama 3.3
• Source document retrieval
• Confidence score generation

Tech Stack

• Python
• Streamlit
• LangChain
• HuggingFace Embeddings
• FAISS
• Groq LLM

Run Locally

pip install -r requirements.txt
streamlit run main.py