Update app.py

app.py

@@ -212,35 +212,40 @@ with gr.Blocks() as demo:
     )
     
     gr.Markdown("""
-    CodeAgent | openai/gpt-4.1-mini  
-├── ✅ Authorized imports: ['numpy']  
-├── 🛠️ Tools:  
-│   ┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓  
-│   ┃ Name              ┃ Description                                ┃ Arguments                                  ┃  
-│   ┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩  
-│   │ cosine_similarity │ Computes the cosine similarity between two │ vec1 (`array`): The first vector.          │  
-│   │                   │ vectors.                                   │ vec2 (`array`): The second vector.         │  
-│   └───────────────────┴────────────────────────────────────────────┴────────────────────────────────────────────┘  
-└── 🤖 Managed agents:  
-    ├── agent_10nm_simulator | CodeAgent | openai/gpt-4.1-mini  
-    │   ├── ✅ Authorized imports: []  
-    │   ├── 📝 Description: Simulates optical spectra for 10nm thickness.  
-    │   └── 🛠️ Tools:  
-    │       ┏━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓  
-    │       ┃ Name                   ┃ Description                         ┃ Arguments                            ┃  
-    │       ┡━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩  
-    │       │ simulate_spectrum_10nm │ Simulates spectrum for 10nm layers. │ layer_order (`array`): List of materials │  
-    │       └────────────────────────┴─────────────────────────────────────┴──────────────────────────────────────┘  
-    └── agent_100nm_simulator | CodeAgent | openai/gpt-4.1-mini  
-        ├── ✅ Authorized imports: []  
-        ├── 📝 Description: Simulates optical spectra for 100nm thickness.  
-        └── 🛠️ Tools:  
-            ┏━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓  
-            ┃ Name                    ┃ Description                         ┃ Arguments                           ┃  
-            ┡━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩  
-            │ simulate_spectrum_100nm │ Simulates spectrum for 100nm layers.│ layer_order (`array`): List of materials │  
-            └─────────────────────────┴─────────────────────────────────────┴─────────────────────────────────────┘  
+    ### 🤖 Multi-Agent System Overview
+    
+    #### 🧠 Coordinator Agent: `CodeAgent | openai/gpt-4.1-mini`
+    
+    - ✅ **Authorized Imports**: `['numpy']`
+    
+    ##### 🛠️ Tools:
+    | Tool               | Description                                | Arguments                                 |
+    |--------------------|--------------------------------------------|-------------------------------------------|
+    | `cosine_similarity`| Computes the cosine similarity between two vectors | `vec1`, `vec2`: Lists of floats   |
+    
+    #### 🔧 Managed Agent: `agent_10nm_simulator | CodeAgent | openai/gpt-4.1-mini`
+    
+    - ✅ **Authorized Imports**: `[]`
+    - 📝 **Description**: Simulates optical spectra for **10nm** thickness.
+    
+    ##### 🛠️ Tools:
+    | Tool                  | Description                                  | Arguments                                  |
+    |-----------------------|----------------------------------------------|--------------------------------------------|
+    | `simulate_spectrum_10nm` | Simulates spectrum for 10nm layers.         | `layer_order`: List of materials           |
+    
+    ---
+    
+    #### 🔧 Managed Agent: `agent_100nm_simulator | CodeAgent | openai/gpt-4.1-mini`
+    
+    - ✅ **Authorized Imports**: `[]`
+    - 📝 **Description**: Simulates optical spectra for **100nm** thickness.
+    
+    ##### 🛠️ Tools:
+    | Tool                   | Description                                   | Arguments                                  |
+    |------------------------|-----------------------------------------------|--------------------------------------------|
+    | `simulate_spectrum_100nm` | Simulates spectrum for 100nm layers.          | `layer_order`: List of materials           |
     """)
+
     run_btn = gr.Button("🔁 Run Agent on Random Stack")
     true_order = gr.Textbox(label="True Material Order")
     prompt_box = gr.Textbox(label="Agent Prompt")