Update app.py

app.py

@@ -34,7 +34,7 @@ def encode_image(image):
     return base64.b64encode(buffered.getvalue()).decode('utf-8')
 
 # Function to analyze home photos with OpenAI's API
-def analyze_home_photos(images, property_type, price_range, timeframe, additional_details, api_key):
+def analyze_home_photos(images, timeframe, additional_details, api_key):
     if not api_key:
         return "Error: API Key is required for analysis."
     
@@ -45,7 +45,7 @@ def analyze_home_photos(images, property_type, price_range, timeframe, additiona
     
     # Construct the message content
     content = [
-        {"type": "text", "text": f"""Analyze these home photos and recommend improvements to maximize value for a {property_type} in the {price_range} range. 
+        {"type": "text", "text": f"""Analyze these home photos and recommend improvements to maximize the home's value before selling. 
         The owner plans to sell within {timeframe}. {additional_details}
         
         Be highly specific about what you see in the images and provide detailed analysis.
@@ -71,7 +71,13 @@ def analyze_home_photos(images, property_type, price_range, timeframe, additiona
                 "role": "system", 
                 "content": """You are an expert real estate advisor and home improvement specialist who helps homeowners maximize their property value before selling. You analyze home photos and provide customized, detailed recommendations.
 
-Provide a comprehensive report organized as follows:
+Begin your response with a "HIGH IMPACT PRIORITIES" section that highlights the 3-5 most impactful improvements the homeowner should focus on, based on:
+1. Visual impact
+2. Return on investment
+3. Selling timeline
+4. Budget considerations
+
+After the high-impact priorities, provide a comprehensive report organized as follows:
 
 1. QUICK WINS (1-3 days, low cost)
    For each recommendation include:
@@ -145,6 +151,18 @@ Always add the following text to the beginning of your response:
 # Main application
 st.title("Home Value Maximizer 🏡")
 
+# Description of how the tool works
+st.markdown("""
+### How This Tool Works
+1. **Upload photos** of different areas of your home (exterior, kitchen, bathrooms, living areas, etc.)
+2. **Provide details** about your selling timeline and any specific concerns
+3. **Get personalized recommendations** on how to maximize your home's value before selling
+4. Our AI analyzes your photos and prioritizes improvements based on visual impact, cost, ROI, and your timeline
+
+The tool will identify quick wins, weekend projects, and major improvements that could increase your home's value, 
+as well as potential renovations to avoid that wouldn't provide good return on investment.
+""")
+
 # Custom CSS for better appearance and readability
 st.markdown("""
 <style>
@@ -165,6 +183,14 @@ st.markdown("""
         background-color: #f8f9fa;
     }
     
+    .high-impact {
+        border-left: 4px solid #17a2b8;
+        background-color: #e3f2fd;
+        padding: 1rem;
+        margin-bottom: 1.5rem;
+        border-radius: 0.5rem;
+    }
+    
     .quick-wins {
         border-left: 4px solid #28a745;
     }
@@ -197,6 +223,15 @@ st.markdown("""
         border-radius: 0.5rem;
         box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);
     }
+    
+    /* Description box styling */
+    .description-box {
+        background-color: #f1f8ff;
+        padding: 1rem;
+        border-radius: 0.5rem;
+        margin-bottom: 1.5rem;
+        border-left: 4px solid #0366d6;
+    }
 </style>
 """, unsafe_allow_html=True)
 
@@ -234,20 +269,15 @@ with col1:
                 with image_cols[i % min(3, len(images))]:
                     st.image(img, width=150, caption=f"Image {i+1}")
     
-    st.subheader("🏠 Property Details")
-    
-    property_type = st.selectbox("Property Type", 
-                                ["Single Family Home", "Townhouse", "Condo/Apartment", "Multi-Family"])
-    
-    price_range = st.selectbox("Property Price Range", 
-                              ["Entry-level", "Mid-range", "Luxury"])
+    st.subheader("🏠 Selling Timeline & Details")
     
-    timeframe = st.radio("When do you plan to sell?",
-                        ["Less than 3 months", "3-6 months", "6+ months"])
+    # Expanded selling timeline options
+    timeframe = st.radio("When do you plan to sell your home?",
+                        ["Within 1 month", "1-3 months", "3-6 months", "6-12 months", "More than 12 months"])
     
     additional_details = st.text_area("Additional Details", 
-                                     placeholder="Describe specific areas you're considering renovating or any concerns.",
-                                     height=80)
+                                     placeholder="Describe specific areas you're considering renovating, concerns, or any particular goals you have for selling your home.",
+                                     height=100)
     
     # Additional preferences
     st.subheader("💰 Budget & Preferences")
@@ -291,8 +321,6 @@ with col2:
             with st.spinner("Analyzing your home and generating detailed recommendations..."):
                 analysis_text = analyze_home_photos(
                     st.session_state["uploaded_images"],
-                    property_type,
-                    price_range,
                     timeframe,
                     f"Budget: ${max_budget}. Focus areas: {', '.join(improvement_focus)}. DIY preference: {diy_preference}. {additional_details}",
                     st.session_state["api_key"]