Update app.py

app.py

@@ -3,48 +3,44 @@ from google import genai
 import os
 
 def ground_truth_engine(past_img, present_img, audit_level, progress=gr.Progress()):
-    progress(0, desc="Initializing Spatial Engine...")
+    progress(0, desc="Waking Spatial Sentinel...")
     
     api_key = os.environ.get("GOOGLE_API_KEY")
     if not api_key:
-        return "ERROR: Set GOOGLE_API_KEY in Space Secrets."
+        return "ERROR: Set GOOGLE_API_KEY in Secrets."
 
     client = genai.Client(api_key=api_key)
     if past_img is None or present_img is None:
         return "Please upload both images."
 
-    # Directives updated to request normalized coordinates (0-1000)
+    # Simplified Directives
     audit_directives = {
-        "Quick Scan": "Perform a rapid structural overview.",
-        "Standard Audit": "Compare roofing, landscaping, and exterior siding.",
+        "Standard Audit": "Perform a structural comparison of roofing, siding, and landscaping.",
         "Deep Forensic": """Perform an exhaustive spatial audit. 
-        For the 3 most significant structural changes, identify their center points 
-        using normalized [y, x] coordinates (0-1000). 
-        Identify subtle shingle wear, foundation cracks, and biological encroachment."""
+        Identify subtle wear (shingles, foundation, paint) and biological encroachment. 
+        MANDATORY: Return center points for top 3 changes as [y, x] normalized coordinates (0-1000)."""
     }
     
-    selected_directive = audit_directives.get(audit_level, audit_directives["Standard Audit"])
-    progress(0.2, desc=f"Mode: {audit_level}")
+    directive = audit_directives.get(audit_level)
+    progress(0.2, desc=f"Running {audit_level}...")
 
     prompt = f"""
-    SYSTEM INSTRUCTION: You are a forensic structural appraiser using spatial grounding.
-    DIRECTIVE: {selected_directive}
+    SYSTEM INSTRUCTION: You are a structural forensic agent.
+    DIRECTIVE: {directive}
     
-    TASK: Compare these images. 
-    1. List the structural findings.
-    2. Provide the [y, x] coordinates for points of interest if in Deep Forensic mode.
-    3. Conclude with 'Maintenance Trajectory': IMPROVING, STABLE, or DECLINING.
+    TASK: Compare 'Past Condition' vs 'Current Condition'. 
+    Return a structured report with a 'Maintenance Trajectory' (IMPROVING/STABLE/DECLINING).
     """
 
     try:
-        progress(0.5, desc="Robotics-ER is calculating spatial points...")
+        progress(0.5, desc="Robotics-ER is scanning for spatial anomalies...")
         
         response = client.models.generate_content(
             model="gemini-robotics-er-1.5-preview",
             contents=[prompt, past_img, present_img]
         )
         
-        progress(1.0, desc="Audit Complete!")
+        progress(1.0, desc="Audit Finalized.")
         return response.text
     except Exception as e:
         return f"Analysis Failed: {str(e)}"
@@ -56,19 +52,21 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
         with gr.Column():
             p_img = gr.Image(label="Past Condition", type="pil")
             c_img = gr.Image(label="Current Condition", type="pil")
-            audit_slider = gr.Radio(
-                choices=["Quick Scan", "Standard Audit", "Deep Forensic"],
+            
+            # Simplified UI to two logical choices
+            audit_mode = gr.Radio(
+                choices=["Standard Audit", "Deep Forensic"],
                 value="Standard Audit",
-                label="Audit Depth"
+                label="Select Audit Precision"
             )
-            submit = gr.Button("Analyze Structural Trajectory", variant="primary")
+            submit = gr.Button("Analyze Property Trajectory", variant="primary")
         
         with gr.Column():
-            output = gr.Markdown(label="Forensic Audit Report")
+            output = gr.Markdown(label="Forensic Report")
 
     submit.click(
         fn=ground_truth_engine, 
-        inputs=[p_img, c_img, audit_slider], 
+        inputs=[p_img, c_img, audit_mode], 
         outputs=output,
         show_progress="full"
     )