chore: update orchestration manager documentation and structure

Author: Harmanpreet Kaur

src/backend/v4/orchestration/orchestration_manager.py

@@ -23,7 +23,6 @@
 
 from common.database.database_base import DatabaseBase
 from common.utils.utils_agents import (
-    generate_assistant_id,
     get_database_team_agent_id,
 )
 from v4.common.services.team_service import TeamService
@@ -76,15 +75,15 @@ async def init_orchestration(
         # Create Azure AI Agent client for orchestration using config
         # This replaces AzureChatCompletion from SK
         agent_name = team_config.name if team_config.name else "OrchestratorAgent"
-        db_agent_id = await get_database_team_agent_id(
-            memory_store, team_config, agent_name
-        )
+        # db_agent_id = await get_database_team_agent_id(
+        #     memory_store, team_config, agent_name
+        # )
         # agent_id = db_agent_id or generate_assistant_id()
         try:
             chat_client = AzureAIAgentClient(
                 project_endpoint=config.AZURE_AI_PROJECT_ENDPOINT,
                 model_deployment_name=team_config.deployment_name,
-                # agent_id=agent_id,
+               # agent_id=agent_id,
                 agent_name=agent_name,
                 async_credential=credential,
             )