fix: simplify app to single server and self-contained manifest to fix port conflict

app.py

@@ -2,9 +2,6 @@ import gradio as gr
 from agent.core import MedicalAgent
 from data.loader import fetch_med_dialog_sample, format_dialogue_context
 import os
-from fastapi import FastAPI
-from fastapi.responses import FileResponse
-import uvicorn
 
 # Globals
 agent = None
@@ -15,7 +12,6 @@ def get_agent():
     if agent is None:
         try:
             agent = MedicalAgent()
-            # Try to get a sample, but don't crash if it fails
             try:
                 initial_data = fetch_med_dialog_sample(2)
                 medical_context = format_dialogue_context(initial_data)
@@ -36,64 +32,75 @@ def medical_chat_interface(message, history):
     except Exception as e:
         return f"An error occurred: {str(e)}"
 
-# Custom Theme
-theme = gr.themes.Soft(primary_hue="blue")
+# PWA Assets (Embedded as Base64 to avoid file serving issues)
+# Manifest including base64 icons
+manifest_json = """
+{
+  "name": "Medi-Agent AI",
+  "short_name": "MediAgent",
+  "description": "Powerful AI Medical Assistant powered by Gemini 3 Flash.",
+  "start_url": ".",
+  "display": "standalone",
+  "background_color": "#ffffff",
+  "theme_color": "#2563eb",
+  "icons": [
+    {
+      "src": "data:image/png;base64,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",
+      "sizes": "192x192",
+      "type": "image/png"
+    },
+    {
+      "src": "data:image/png;base64,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",
+      "sizes": "512x512",
+      "type": "image/png"
+    }
+  ]
+}
+""".encode("utf-8")
+import base64
+manifest_base64 = base64.b64encode(manifest_json).decode()
 
-# PWA Head Tags
-head = """
-<link rel="manifest" href="/manifest.json">
+# PWA Head Tags including data-URI manifest
+head = f"""
+<link rel="manifest" href="data:application/json;base64,{manifest_base64}">
 <meta name="theme-color" content="#2563eb">
-<link rel="apple-touch-icon" href="/icon-192x192.png">
 <script>
-  if ('serviceWorker' in navigator) {
-    window.addEventListener('load', () => {
-      navigator.serviceWorker.register('/sw.js')
-        .then(reg => console.log('Service Worker registered', reg))
-        .catch(err => console.error('Service Worker registration failed', err));
-    });
-  }
+  // Simple Service Worker Registration using a data URL for the script
+  // Note: Standard browser security might block Data-URI Service Workers
+  // but the Manifest itself is now self-contained for "Add to Home Screen".
+  if ('serviceWorker' in navigator) {{
+    window.addEventListener('load', () => {{
+      // Since we can't easily serve a static sw.js file without FastAPI,
+      // we prioritize the Manifest for the Android "Install App" functionality.
+      console.log('PWA Manifest loaded via Data URI');
+    }});
+  }}
 </script>
 """
 
-with gr.Blocks(theme=theme, title="Medical AI Agent", head=head) as demo:
-    gr.Markdown(
-        """
-        # 🏥 Medical AI Assistant
-        Powered by **Gemini 3 Flash** and **OpenMed** datasets.
-        
-        *⚠️ Disclaimer: This is an AI tool for educational purposes. Consult a doctor for medical advice.*
-        """
-    )
-    
-    chatbot = gr.ChatInterface(
-        fn=medical_chat_interface,
-        type="messages",
-        examples=["What are common symptoms of iron deficiency?", "Explain hypertension in simple terms."],
-        cache_examples=False  # Crucial fix for Hugging Face port conflict
-    )
-
-# FastAPI app for serving PWA assets
-app = FastAPI()
-
-@app.get("/manifest.json")
-async def manifest():
-    return FileResponse("pwa_assets/manifest.json")
-
-@app.get("/sw.js")
-async def sw():
-    return FileResponse("pwa_assets/sw.js", media_type="application/javascript")
-
-@app.get("/icon-192x192.png")
-async def icon192():
-    return FileResponse("pwa_assets/icon-192x192.png")
-
-@app.get("/icon-512x512.png")
-async def icon512():
-    return FileResponse("pwa_assets/icon-512x512.png")
+# Custom Theme
+theme = gr.themes.Soft(primary_hue="blue")
 
-# Mount Gradio app
-app = gr.mount_gradio_app(app, demo, path="/")
+def medical_app():
+    with gr.Blocks(theme=theme, title="Medical AI Agent", head=head) as demo:
+        gr.Markdown(
+            """
+            # 🏥 Medical AI Assistant
+            Powered by **Gemini 3 Flash** and **OpenMed** datasets.
+            
+            *⚠️ Disclaimer: This is an AI tool for educational purposes. Consult a doctor for medical advice.*
+            """
+        )
+        
+        chatbot = gr.ChatInterface(
+            fn=medical_chat_interface,
+            type="messages",
+            examples=["What are common symptoms of iron deficiency?", "Explain hypertension in simple terms."],
+            cache_examples=False
+        )
+    return demo
 
 if __name__ == "__main__":
-    port = int(os.environ.get("PORT", 7860))
-    uvicorn.run(app, host="0.0.0.0", port=port)
+    demo = medical_app()
+    # Standard Gradio launch for Hugging Face
+    demo.launch(server_name="0.0.0.0", server_port=7860, show_error=True)