Update azure_ai.py

azure_ai.py

@@ -23,6 +23,14 @@ Your README output must:
 - Feel like a polished, production-grade open-source project
 - Use Mermaid diagrams: sequenceDiagram for API/data flow, flowchart LR for architecture. 
 - In Mermaid Diagrams, Dont use any Use only text dont use any symbol like .,*£_-+()/ and HTML tags in Mermaid and Follow correct Mermaid Syntax
+- When using architecture-beta:
+  - Start with: architecture-beta
+  - Define groups using: group <id>(<icon>)[<label>]
+  - Define services using: service <id>(<icon>)[<label>] in <group>
+  - Connect services using directional edges:
+    serviceA:R --> L:serviceB
+  - Always include direction markers: R, L, T, B
+  - Do not mix flowchart syntax with architecture-beta
 - Mermaid diagrams should change according to project working refer the sample one present in user input
 - Include shields.io badges, tables, and collapsible sections where appropriate
 - Be scannable: a developer should understand the project in under 60 seconds
@@ -65,9 +73,16 @@ Follow this EXACT structure and do not skip any section:
 5. Architecture
    - A Mermaid flowchart LR showing system components:
      ```mermaid
-     flowchart LR
-         A[Input Layer] --> B[Processing Layer]
-         B --> C[Output Layer]
+    architecture-beta
+    
+    group system(server)[System]
+    
+    service input(server)[Input Layer] in system
+    service processing(server)[Processing Layer] in system
+    service output(server)[Output Layer] in system
+    
+    input:R --> L:processing
+    processing:R --> L:output
      ```
    - A component breakdown table after the diagram:
      | Component | Role | Technology |