2026-02-06 23:42:05.2595 | System | Loading configuration...
2026-02-06 23:42:05.4109 | System | Configuration loaded successfully.
2026-02-06 23:42:05.4155 | System | Retrieving configuration model...
2026-02-06 23:42:05.5456 | System | Configuration model retrieved successfully.
2026-02-06 23:42:05.5495 | System | Setting up DefaultAzureCredential...
2026-02-06 23:42:05.7498 | System | DefaultAzureCredential setup completed.
2026-02-06 23:42:05.7502 | System | Configuring SecretClient...
2026-02-06 23:42:05.7594 | System | Secret Client configured successfully.
2026-02-06 23:42:05.7637 | System | Initializing Persistent Agents Client...
2026-02-06 23:42:05.7724 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:42:05.7729 | System | Choose an option:
2026-02-06 23:42:05.7737 | System | 1 - Evaluate Agents
2026-02-06 23:42:05.7741 | System | 2 - Evaluate Multi Agents
2026-02-06 23:42:05.7744 | System | 3 - Exit
2026-02-06 23:42:05.7748 | System | Enter choice (1/2/3): 2026-02-06 23:42:28.4382 | System | Evaluating Plan Multi Agent
2026-02-06 23:42:28.4636 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-10.json.
2026-02-06 23:42:28.5767 | Test | Loaded 12 prompts from JSON file.
2026-02-06 23:42:28.5771 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:42:28.5772 | Test | Retrieving secret from Key Vault...
2026-02-06 23:42:30.0456 | Test | Creating ClientSecretCredential...
2026-02-06 23:42:30.0487 | Test | Validating scope...
2026-02-06 23:42:30.0493 | Test | Requesting access token...
2026-02-06 23:42:30.4264 | Test | Defining MCP Tool...
2026-02-06 23:42:30.4270 | Test | Creating Sub Persistent Agent...
2026-02-06 23:42:37.9195 | Test | Sub Persistent Agent Id: asst_YfxJg8XFZju3hpDMKEUBSkvw Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:42:37.9201 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:42:37.9210 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:42:37.9216 | Test | Configuring MCP Tool Resource...
2026-02-06 23:42:37.9230 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:42:37.9232 | Test | Retrieving secret from Key Vault...
2026-02-06 23:42:37.9802 | Test | Creating ClientSecretCredential...
2026-02-06 23:42:37.9804 | Test | Validating scope...
2026-02-06 23:42:37.9804 | Test | Requesting access token...
2026-02-06 23:42:38.0757 | Test | Defining MCP Tool...
2026-02-06 23:42:38.0760 | Test | Creating Sub Persistent Agent...
2026-02-06 23:42:38.3713 | Test | Sub Persistent Agent Id: asst_mZn09eB1nd17rqH98DTK1sH4 Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:42:38.3716 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:42:38.3718 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:42:38.3719 | Test | Configuring MCP Tool Resource...
2026-02-06 23:42:38.3721 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:42:38.3722 | Test | Retrieving secret from Key Vault...
2026-02-06 23:42:38.4327 | Test | Creating ClientSecretCredential...
2026-02-06 23:42:38.4329 | Test | Validating scope...
2026-02-06 23:42:38.4330 | Test | Requesting access token...
2026-02-06 23:42:38.5445 | Test | Defining MCP Tool...
2026-02-06 23:42:38.5454 | Test | Creating Sub Persistent Agent...
2026-02-06 23:42:38.8345 | Test | Sub Persistent Agent Id: asst_hq5Qr2UlVbdoxuRRXlUiAM4E Name: PlanAgent Model: gpt-4o
2026-02-06 23:42:38.8347 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:42:38.8348 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:42:38.8349 | Test | Configuring MCP Tool Resource...
2026-02-06 23:42:38.8350 | Test | Creating Main Persistent Agent...
2026-02-06 23:42:39.0207 | Test | Main Persistent Agent Id: asst_yfIHQndFnKMrHsPHfWaJXs51 Name: MainAgent Model: gpt-4o
2026-02-06 23:42:39.0209 | Test | Creating Persistent Agent Thread...
2026-02-06 23:42:39.2244 | Test | Persistent Agent Thread Id: thread_5Kmfe87VSLUScS0Bb012yaat
2026-02-06 23:42:39.2247 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:42:39:2249 | Test | get all agents available for this agent
2026-02-06 23:42:39.2249 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:39.4998 | Agent | Creating thread run...
2026-02-06 23:42:40.0425 | Agent | Thread run created with Id: run_R4lBVTPGwUvSGERfJ7jbTf0d. Monitoring run status...
2026-02-06 23:42:40.8662 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:40 +00:00
2026-02-06 23:42:41.0713 | Agent | No annotations
2026-02-06 23:42:41.4712 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:40 +00:00
2026-02-06 23:42:41.6720 | Agent | No annotations
2026-02-06 23:42:41.6762 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:41.8872 | Agent | Here are the available agents for this orchestration agent:

1. **DigitalTwinAgent**: Handles tasks related to digital twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-06 23:42:41:8882 | Test | get all mcp tools available for this agent
2026-02-06 23:42:41.8883 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:42.0967 | Agent | Creating thread run...
2026-02-06 23:42:42.5906 | Agent | Thread run created with Id: run_wojCey3MiKDtBJlggSEaI6Qj. Monitoring run status...
2026-02-06 23:42:43.4351 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:43 +00:00
2026-02-06 23:42:44.1068 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:43 +00:00
2026-02-06 23:42:44.3139 | Agent | No annotations
2026-02-06 23:42:44.3156 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:44.5810 | Agent | Here are the available MCP (Multi-Channel Platform) tools for this orchestration agent:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-06 23:42:44:5828 | Test | get all mcp tools available for guideline agent
2026-02-06 23:42:44.5840 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:44.9694 | Agent | Creating thread run...
2026-02-06 23:42:45.4351 | Agent | Thread run created with Id: run_Ov6paQzUeTGANWaTz6Nr5yJW. Monitoring run status...
2026-02-06 23:42:46.4056 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:45 +00:00
2026-02-06 23:42:47.0127 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:45 +00:00
2026-02-06 23:42:47.2162 | Agent | No annotations
2026-02-06 23:42:47.2164 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:47.4141 | Agent | The GuidelineAgent itself is a tool within the MCP framework, specifically designed to provide guidelines and best practices. It does not have sub-tools or additional MCP tools available within it. Its primary function is to offer guidance based on the queries it receives.
2026-02-06 23:42:47:4143 | Test | delete the g1 guideline.
2026-02-06 23:42:47.4144 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:47.6380 | Agent | Creating thread run...
2026-02-06 23:42:48.0290 | Agent | Thread run created with Id: run_89elkaesBdtc7z9wogvDUNZv. Monitoring run status...
2026-02-06 23:42:48.7850 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:48 +00:00
2026-02-06 23:42:49.3924 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:48 +00:00
2026-02-06 23:42:49.9982 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:48 +00:00
2026-02-06 23:42:50.2036 | Agent | No annotations
2026-02-06 23:42:50.5987 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:48 +00:00
2026-02-06 23:42:50.7843 | Agent | No annotations
2026-02-06 23:42:50.7859 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:50.9777 | Agent | To delete a specific guideline such as "g1," I would need to interact with the system or database where these guidelines are stored. However, as an orchestration agent, I don't have direct access to modify or delete data in external systems or databases. You would typically need to perform this action through the system's interface or by contacting an administrator who manages the guidelines. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:42:50:9779 | Test | delete the g2 guideline.
2026-02-06 23:42:50.9780 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:51.1763 | Agent | Creating thread run...
2026-02-06 23:42:51.6285 | Agent | Thread run created with Id: run_qAsuYo0zvTx7OOY8atCAmRFK. Monitoring run status...
2026-02-06 23:42:52.4243 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:52 +00:00
2026-02-06 23:42:53.0003 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:52 +00:00
2026-02-06 23:42:53.2076 | Agent | No annotations
2026-02-06 23:42:53.6455 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:52 +00:00
2026-02-06 23:42:53.8622 | Agent | No annotations
2026-02-06 23:42:53.8702 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:54.0595 | Agent | To delete a specific guideline like "g2," you would typically need to use the system or platform where these guidelines are managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. You might need to access the system's administrative interface or contact a system administrator to perform this action. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:42:54:0640 | Test | delete the g3 guideline.
2026-02-06 23:42:54.0641 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:54.2815 | Agent | Creating thread run...
2026-02-06 23:42:54.7264 | Agent | Thread run created with Id: run_nFGlDuyGABoLSbHwFbXyFgjl. Monitoring run status...
2026-02-06 23:42:55.5819 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:55 +00:00
2026-02-06 23:42:56.2247 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:55 +00:00
2026-02-06 23:42:56.4183 | Agent | No annotations
2026-02-06 23:42:56.8490 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:55 +00:00
2026-02-06 23:42:57.0607 | Agent | No annotations
2026-02-06 23:42:57.0618 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:42:57.2831 | Agent | To delete a guideline such as "g3," you would need to access the system or platform where these guidelines are stored and managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. You would typically perform this action through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:42:57:2834 | Test | delete the g4 guideline.
2026-02-06 23:42:57.2834 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:42:57.4893 | Agent | Creating thread run...
2026-02-06 23:42:57.9682 | Agent | Thread run created with Id: run_sDLPShhPcXWghAQpeOYk86KW. Monitoring run status...
2026-02-06 23:42:59.1261 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:42:58 +00:00
2026-02-06 23:42:59.2965 | Agent | No annotations
2026-02-06 23:42:59.6814 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:42:58 +00:00
2026-02-06 23:42:59.8785 | Agent | No annotations
2026-02-06 23:42:59.8788 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:43:00.0594 | Agent | To delete a guideline like "g4," you would need to access the system or platform where these guidelines are managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. You would typically perform this action through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:43:00:0619 | Test | delete the g5 guideline.
2026-02-06 23:43:00.0619 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:43:00.2750 | Agent | Creating thread run...
2026-02-06 23:43:00.7148 | Agent | Thread run created with Id: run_iZ3kFIwgHQWrFrUBd2B1bKdo. Monitoring run status...
2026-02-06 23:43:01.9853 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:43:01 +00:00
2026-02-06 23:43:02.1798 | Agent | No annotations
2026-02-06 23:43:02.6148 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:43:01 +00:00
2026-02-06 23:43:02.8563 | Agent | No annotations
2026-02-06 23:43:02.8564 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:43:03.0721 | Agent | To delete a guideline such as "g5," you would need to access the system or platform where these guidelines are stored and managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. Typically, this action would be performed through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:43:03:0723 | Test | delete the g6 guideline.
2026-02-06 23:43:03.0724 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:43:03.2901 | Agent | Creating thread run...
2026-02-06 23:43:03.7025 | Agent | Thread run created with Id: run_lb70CywKg7wwiG7lVMqoNmiD. Monitoring run status...
2026-02-06 23:43:04.5138 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:43:04 +00:00
2026-02-06 23:43:05.1357 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:43:04 +00:00
2026-02-06 23:43:05.3261 | Agent | No annotations
2026-02-06 23:43:05.3285 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:43:05.5481 | Agent | To delete a guideline like "g6," you would need to access the system or platform where these guidelines are managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. This action is typically performed through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:43:05:5544 | Test | delete the g7 guideline.
2026-02-06 23:43:05.5544 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:43:05.7842 | Agent | Creating thread run...
2026-02-06 23:43:06.2188 | Agent | Thread run created with Id: run_hbmsoUhMzJHkCwHYaNcpMhoe. Monitoring run status...
2026-02-06 23:43:07.3878 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:43:07 +00:00
2026-02-06 23:43:07.5678 | Agent | No annotations
2026-02-06 23:43:07.9570 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:43:07 +00:00
2026-02-06 23:43:08.1339 | Agent | No annotations
2026-02-06 23:43:08.1446 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:43:08.3525 | Agent | To delete a guideline such as "g7," you would need to access the system or platform where these guidelines are stored and managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. Typically, this action would be performed through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:43:08:3559 | Test | delete the g8 guideline.
2026-02-06 23:43:08.3560 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:43:08.5842 | Agent | Creating thread run...
2026-02-06 23:43:09.0419 | Agent | Thread run created with Id: run_MnUFqvzGrcUO4Fjndguo3Uer. Monitoring run status...
2026-02-06 23:43:10.2164 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:43:09 +00:00
2026-02-06 23:43:10.4271 | Agent | No annotations
2026-02-06 23:43:10.8330 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:43:09 +00:00
2026-02-06 23:43:11.0297 | Agent | No annotations
2026-02-06 23:43:11.0312 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:43:11.4509 | Agent | To delete a guideline like "g8," you would need to access the system or platform where these guidelines are managed. As an orchestration agent, I don't have the capability to directly modify or delete data in external systems. This action is typically performed through the system's administrative interface or by contacting a system administrator. If you need guidance on how to proceed with this task, I can assist with that.
2026-02-06 23:43:11:4511 | Test | exit
2026-02-06 23:43:11.4511 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:43:11.4512 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:43:11.6434 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:43:11.6438 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:43:11.8300 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:43:11.8301 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:43:12.0239 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:43:12.2023 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:43:12.4150 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:43:12.4300 | System | Preparing to save evaluation results...
2026-02-06 23:43:12.4355 | System | Creating result folder: Result
2026-02-06 23:43:12.4479 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:43:12.4619 | System | Serializing evaluation results to JSON...
2026-02-06 23:43:12.4966 | System | Writing results to file: Result\Result_20260206_234312_4355.json
2026-02-06 23:43:12.5061 | System | Result saved to Result\Result_20260206_234312_4355.json
2026-02-06 23:43:20.8197 | System | Result saved to Export_20260206_234312_7463.json
2026-02-06 23:43:20.9198 | System | Choose an option:
2026-02-06 23:43:20.9199 | System | 1 - Evaluate Agents
2026-02-06 23:43:20.9200 | System | 2 - Evaluate Multi Agents
2026-02-06 23:43:20.9201 | System | 3 - Exit
2026-02-06 23:43:20.9202 | System | Enter choice (1/2/3): 2026-02-06 23:43:26.5348 | System | Exiting...
