🐐 Gompei the Goat - Your Campus Chatbot

A personalized, RAG-powered chatbot that answers questions related to Worcester Polytechnic Institute (WPI) by retrieving real context and generating intelligent responses using the Groq LLaMA3 API.

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📊 Model Evaluation Report

👉 Click here to view the PDF

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🚀 Features

• 🔎 Context-aware search using FAISS vector store
• 🧠 Real-time semantic retrieval using Sentence-BERT embeddings
• 🤖 Natural-sounding answers powered by Groq's blazing-fast LLaMA 3 (70B)
• 💬 Responsive, scrollable Streamlit interface
• 🎓 Campus-themed look with WPI’s signature red
• 🔧 Easy to deploy on EC2 or Streamlit Cloud

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🧱 Architecture Overview

graph TD
    A[🕸️ Web Crawler] -->|Scrapes WPI content| B[🧠 Sentence-BERT Embeddings]
    B --> C[📦 FAISS Index]
    D[👤 User Query] --> E[🔍 Retrieve top K Chunks from FAISS]
    E --> F[🧾 Format Prompt with Context]
    F --> G[⚡ Groq API - LLaMA3]
    G --> H[💬 Answer in Streamlit App]

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