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| import streamlit as st | |
| from transformers import pipeline | |
| from PIL import Image | |
| logo = Image.open("college_logo.png") | |
| # Step 1: Define College Data | |
| college_about = """ | |
| The college was notified to work from 16th July 2003 on the directions of the then care-taker Minister for education Mr. Khan Muhammad Dahri. | |
| At the beginning, the college had no staff of its own, so it was borrowed from Government Degree College Sakrand. | |
| The college started its classes in the afternoon at Government High School Daulatpur as it had no specific building. | |
| With the help of the EDO Education, the possession of the Government Girls High School (Old) Daulatpur was given to the college now college have 2 four bliding and much more fecilaty. | |
| """ | |
| faculty_data = """ | |
| 1. Prof Mahfooz Khan (Associate Prof, Islamiat) | |
| 2. Muhammad Aslam Palli (Associate Prof, Physics) | |
| 3. Abdul Rahman Gaincho (Botany) | |
| 4. M. Essa Samego (Lecturer, Islamiat) | |
| 5. Ali Aijaz Dahri (Lecturer, Chemistry) | |
| 6. Asif Ali Rajput (Lecturer, Physics) | |
| 7. Fida Hussain (Lecturer, Math) | |
| 8. Zulfiqar Ali (Senior Librarian) | |
| """ | |
| facilities = """ | |
| Facilities available: | |
| 1. Digital library with 20+ computers | |
| 2. Parks: Alquran Park and Botany Park with 50+ plants | |
| 3. Labs: Zoology, Botany, Physics, Chemistry | |
| 4. Parking area | |
| 5. Solar system and RO Plant | |
| """ | |
| # Step 2: Initialize QA Model | |
| from transformers import pipeline | |
| # Ensure you specify the framework explicitly | |
| qa_model = pipeline( | |
| "question-answering", | |
| model="deepset/roberta-base-squad2", | |
| framework="pt" # Use "pt" for PyTorch or "tf" for TensorFlow | |
| ) | |
| # Step 3: Define Application Functions | |
| def answer_query(question): | |
| context = f"{college_about}\n\n{faculty_data}\n\n{facilities}" | |
| response = qa_model(question=question, context=context) | |
| return response["answer"] | |
| # Step 4: Streamlit UI | |
| st.set_page_config(page_title="College RAG App", layout="wide", initial_sidebar_state="expanded") | |
| # Display Logo | |
| logo = Image.open("college_logo.png") | |
| st.image(logo, width=200) | |
| # App Title and Description | |
| st.title("Government Boys Degree College Daulatpur") | |
| st.subheader("Welcome to our College Information RAG App") | |
| # Sidebar Navigation | |
| menu = ["About College", "Faculty and Staff", "Facilities", "Ask a Question", "Contact Us"] | |
| choice = st.sidebar.selectbox("Navigation", menu) | |
| # Content Based on Navigation | |
| if choice == "About College": | |
| st.markdown(f"<div style='background-color: #A5D6A7; padding: 10px; border-radius: 10px; color: #424242;'>{college_about}</div>", unsafe_allow_html=True) | |
| elif choice == "Faculty and Staff": | |
| st.markdown("### Faculty Details") | |
| st.text(faculty_data) | |
| elif choice == "Facilities": | |
| st.markdown("### Facilities") | |
| st.text(facilities) | |
| elif choice == "Ask a Question": | |
| st.markdown("### Ask a Question About the College") | |
| question = st.text_input("Type your question:") | |
| if question: | |
| answer = answer_query(question) | |
| st.success(f"Answer: {answer}") | |
| elif choice == "Contact Us": | |
| st.markdown("### Contact Details") | |
| st.markdown(""" | |
| - **Location:** National Highway N6 bypass Daulatpur | |
| - **Phone:** +92 300 3003249 | |
| - **Email:** othoirshad@gmail.com | |
| - [Visit our Facebook Page](https://www.facebook.com/share/19j9Z1iEvz/) | |
| """) | |
| st.markdown("### Made by Musawir Manzoor") | |