Update app.py

app.py

@@ -33,6 +33,11 @@ st.markdown("""
         box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05);
     }
     
+    /* Font family */
+    body, .stMarkdown, p, h1, h2, h3, h4, h5, h6, .stButton, .stSelectbox, .stNumberInput {
+        font-family: 'Helvetica', 'Arial', sans-serif !important;
+    }
+    
     /* Headers */
     h1, h2, h3 {
         color: var(--primary-purple-dark);
@@ -156,8 +161,8 @@ with tab1:
     with col1:
         applicant_income = st.number_input("Monthly Income ($)", min_value=0, value=5000)
         loan_amount = st.number_input("Loan Amount ($)", min_value=0, value=100000)
-        credit_history = st.selectbox("Credit History", [1, 0], 
-                                     format_func=lambda x: "Good (1)" if x == 1 else "Bad (0)")
+        credit_history = st.selectbox("Credit History Status", [1, 0], 
+                                     format_func=lambda x: "No existing unsettled loans (1)" if x == 1 else "Have unsettled loans (0)")
     
     with col2:
         coapplicant_income = st.number_input("Co-Applicant's Income ($)", min_value=0)
@@ -247,29 +252,29 @@ with tab2:
     <div class="section-card">
         <h3>About the Loan Approval System</h3>
         <p>This AI-powered system uses advanced machine learning algorithms to determine loan approval eligibility.</p>
-        
-        <h4>How it works</h4>
-        <p>The system analyzes various factors including:</p>
-        <ul>
-            <li>Personal and financial information</li>
-            <li>Credit history</li>
-            <li>Loan amount and term</li>
-            <li>Income and employment status</li>
-        </ul>
-        
-        <p>All decisions are made automatically using a trained decision tree model that has learned from thousands of previous loan applications.</p>
-    </div>
-    
-    <div class="section-card">
-        <h3>Features</h3>
-        <p>Our system provides:</p>
-        <ul>
-            <li>Instant loan approval decisions</li>
-            <li>Transparent evaluation process</li>
-            <li>Secure data handling</li>
-        </ul>
     </div>
     """, unsafe_allow_html=True)
+    
+    st.markdown("<h4>How it works</h4>", unsafe_allow_html=True)
+    st.write("The system analyzes various factors including:")
+    st.markdown("""
+    - Personal and financial information
+    - Credit history status
+    - Loan amount and term
+    - Income and employment status
+    """)
+    
+    st.write("All decisions are made automatically using a trained decision tree model that has learned from thousands of previous loan applications.")
+    
+    st.markdown('<div class="section-card">', unsafe_allow_html=True)
+    st.markdown("<h3>Features</h3>", unsafe_allow_html=True)
+    st.write("Our system provides:")
+    st.markdown("""
+    - Instant loan approval decisions
+    - Transparent evaluation process
+    - Secure data handling
+    """)
+    st.markdown('</div>', unsafe_allow_html=True)
 
 # Footer
 st.markdown("""