Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+from PIL import Image
+
+# 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
+qa_model = pipeline("question-answering", model="deepset/roberta-base-squad2")
+
+# 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")