Update app.py

app.py

@@ -11,15 +11,15 @@ MODEL_NAME = "gpt-4o"  # Use the latest model with vision capabilities
 
 # Set API key from Hugging Face secrets
 try:
-    API_KEY = st.secrets["OPENAI_API_KEY"]
+    OPENAI_API_KEY = st.secrets["OPENAI_API_KEY"]
 except:
-    API_KEY = ""  # Will be prompted to enter API key if not in secrets
+    OPENAI_API_KEY = ""  # Will be prompted to enter API key if not in secrets
 
 # Session state initialization
 if "uploaded_images" not in st.session_state:
     st.session_state["uploaded_images"] = []
 if "api_key" not in st.session_state:
-    st.session_state["api_key"] = API_KEY
+    st.session_state["api_key"] = OPENAI_API_KEY
 
 # Function to encode image to base64
 def encode_image(image):
@@ -45,7 +45,11 @@ 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. The owner plans to sell within {timeframe}. {additional_details}"}
+        {"type": "text", "text": f"""Analyze these home photos and recommend improvements to maximize value for a {property_type} in the {price_range} range. 
+        The owner plans to sell within {timeframe}. {additional_details}
+        
+        Be highly specific about what you see in the images and provide detailed analysis.
+        """}
     ]
     
     # Add images to the message with proper format for GPT-4o
@@ -59,34 +63,45 @@ def analyze_home_photos(images, property_type, price_range, timeframe, additiona
             }
         })
     
-    # Create the API payload
+    # Create the API payload with enhanced system prompt
     payload = {
         "model": MODEL_NAME,
         "messages": [
             {
                 "role": "system", 
-                "content": """You are an AI assistant that helps homeowners maximize their property value before selling. 
-                You analyze home photos and provide customized recommendations for high-ROI improvements.
-                
-                Provide recommendations in these categories:
-                1. Quick Wins (1-2 days, low cost)
-                2. Weekend Projects (1 week, medium cost) 
-                3. Major Improvements (if warranted, higher cost but higher ROI)
-                
-                For each recommendation, explain the potential value impact and approximate ROI.
-                Be specific based on what you can see in the photos.
-                Avoid generic advice - focus on what's visible in the images provided.
-                
-                Always add the following text to the beginning of your response:  
-                'Here are your personalized home improvement recommendations! If you found this tool helpful, visit www.myeverydayai.com to see more AI tools like this that can help with your real estate needs!'
-                """
+                "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.
+
+For each recommendation, provide:
+1. Detailed description of what to improve based specifically on what you see in the photos
+2. Estimated timeline (in days/weeks) to complete each project
+3. Expected ROI percentage and dollar value increase
+4. Approximate cost range for each improvement
+5. Priority level (High/Medium/Low)
+6. Whether this is DIY-friendly or requires professionals
+
+Organize recommendations into these categories:
+1. Quick Wins (1-3 days, low cost): Focus on immediate visual impact
+2. Weekend Projects (1-2 weeks, medium cost): Higher impact improvements 
+3. Major Improvements (2+ weeks, higher cost but higher ROI): Significant value-adding projects
+
+Also include:
+- A suggested implementation schedule based on the owner's selling timeframe
+- Specific improvements to AVOID that would NOT provide good ROI for this property type
+- Tailored advice about which improvements are most important given the selling timeline
+- Visual staging recommendations to showcase the home's best features
+
+Be extremely specific based on what you can actually see in the photos provided. Avoid generic advice.
+
+Always add the following text to the beginning of your response:  
+'Here are your personalized home improvement recommendations! If you found this tool helpful, visit www.myeverydayai.com to see more AI tools like this that can help with your real estate needs!'
+"""
             },
             {
                 "role": "user",
                 "content": content
             }
         ],
-        "max_tokens": 1500
+        "max_tokens": 2000
     }
     
     try:
@@ -119,7 +134,7 @@ def analyze_home_photos(images, property_type, price_range, timeframe, additiona
 # Main application
 st.title("Home Value Maximizer 🏡")
 
-# Custom CSS for better appearance
+# Custom CSS for better appearance and readability
 st.markdown("""
 <style>
     .main .block-container {padding-bottom: 5rem !important; max-width: 100% !important;}
@@ -129,6 +144,47 @@ st.markdown("""
         h2, h3 {font-size: 1.2rem !important;}
         .stButton button {width: 100% !important; height: 3rem !important;}
     }
+    
+    /* Custom styling for recommendation sections */
+    .recommendation-section {
+        margin-top: 1.5rem;
+        padding: 1rem;
+        border-radius: 0.5rem;
+        background-color: #f8f9fa;
+    }
+    
+    .quick-wins {
+        border-left: 4px solid #28a745;
+    }
+    
+    .weekend-projects {
+        border-left: 4px solid #fd7e14;
+    }
+    
+    .major-improvements {
+        border-left: 4px solid #dc3545;
+    }
+    
+    .avoid-section {
+        border-left: 4px solid #6c757d;
+    }
+    
+    .schedule-section {
+        border-left: 4px solid #007bff;
+    }
+    
+    /* For better readability of recommendations */
+    .stMarkdown {
+        line-height: 1.6;
+    }
+    
+    /* Better readability for the analysis results */
+    .results-container {
+        padding: 1.5rem;
+        background-color: white;
+        border-radius: 0.5rem;
+        box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);
+    }
 </style>
 """, unsafe_allow_html=True)
 
@@ -181,6 +237,27 @@ with col1:
                                      placeholder="Describe specific areas you're considering renovating or any concerns.",
                                      height=80)
     
+    # Additional preferences
+    st.subheader("💰 Budget & Preferences")
+    
+    max_budget = st.slider("Maximum budget for improvements ($)", 
+                         min_value=1000, 
+                         max_value=50000, 
+                         value=10000, 
+                         step=1000)
+    
+    improvement_focus = st.multiselect(
+        "Areas to focus on (optional)",
+        ["Curb appeal", "Kitchen", "Bathroom", "Living spaces", "Outdoor areas", "Storage solutions", "Energy efficiency"],
+        default=["Curb appeal", "Kitchen", "Bathroom"]
+    )
+    
+    diy_preference = st.select_slider(
+        "DIY Preference",
+        options=["Professional work only", "Mix of DIY and professional", "Mostly DIY if possible"],
+        value="Mix of DIY and professional"
+    )
+    
     # Analysis button
     analyze_button = st.button('🔍 Analyze My Home', 
                               use_container_width=True, 
@@ -193,22 +270,56 @@ with col1:
         st.warning("Please enter your OpenAI API key to enable analysis.")
 
 with col2:
-    st.subheader("💡 Improvement Recommendations")
-    result_placeholder = st.empty()
-    
-    if analyze_button:
-        with st.spinner("Analyzing your home and generating recommendations..."):
-            result = analyze_home_photos(
-                st.session_state["uploaded_images"],
-                property_type,
-                price_range,
-                timeframe,
-                additional_details,
-                st.session_state["api_key"]
-            )
-            result_placeholder.markdown(result)
+    st.subheader("💡 Detailed Improvement Recommendations")
+    
+    # Add tabs for different sections of recommendations
+    if analyze_button or "analysis_result" in st.session_state:
+        tabs = st.tabs(["All Recommendations", "Quick Wins", "Weekend Projects", "Major Improvements", "Implementation Schedule", "What to Avoid"])
+        
+        # Process analysis if button pressed
+        if analyze_button:
+            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"]
+                )
+                st.session_state["analysis_result"] = analysis_text
+        
+        # Display results in tabs
+        if "analysis_result" in st.session_state:
+            result = st.session_state["analysis_result"]
+            
+            # Display full analysis in first tab
+            with tabs[0]:
+                st.markdown(f'<div class="results-container">{result}</div>', unsafe_allow_html=True)
+            
+            # You can add code here to parse the result and display in other tabs
+            # For now we'll just put placeholder text
+            with tabs[1]:
+                st.markdown("### Quick Wins (1-3 days)")
+                st.info("Quick wins section from the analysis above")
+            
+            with tabs[2]:
+                st.markdown("### Weekend Projects (1-2 weeks)")
+                st.info("Weekend projects section from the analysis above")
+                
+            with tabs[3]:
+                st.markdown("### Major Improvements (2+ weeks)")
+                st.info("Major improvements section from the analysis above")
+                
+            with tabs[4]:
+                st.markdown("### Implementation Schedule")
+                st.info("Schedule section from the analysis above")
+                
+            with tabs[5]:
+                st.markdown("### What to Avoid")
+                st.info("Improvements to avoid section from the analysis above")
     else:
-        result_placeholder.markdown("**Results will appear here after you submit your home photos and details**")
+        st.markdown('<div class="results-container">**Recommendations will appear here after you submit your home photos and details**</div>', unsafe_allow_html=True)
 
 # Disclaimer section
 st.markdown("---")
@@ -217,5 +328,10 @@ with st.expander("📜 **Disclaimer**"):
     **Disclaimer:**  
     This Home Value Maximizer tool provides recommendations based on AI analysis of your home photos.
     Results are for **informational purposes only** and may not be accurate for your specific situation.
+    
+    - **Cost estimates** are approximate and can vary based on your location, materials chosen, and contractor rates
+    - **ROI estimates** are based on general real estate trends and may differ in your specific market
+    - **Timeline estimates** assume standard work schedules and availability of materials
+    
     Please consult with real estate professionals before making significant investments.
     """)