2026-02-06 22:39:06.7011 | System | Loading configuration...
2026-02-06 22:39:06.9482 | System | Configuration loaded successfully.
2026-02-06 22:39:06.9503 | System | Retrieving configuration model...
2026-02-06 22:39:07.0748 | System | Configuration model retrieved successfully.
2026-02-06 22:39:07.0752 | System | Setting up DefaultAzureCredential...
2026-02-06 22:39:07.2823 | System | DefaultAzureCredential setup completed.
2026-02-06 22:39:07.2826 | System | Configuring SecretClient...
2026-02-06 22:39:07.2904 | System | Secret Client configured successfully.
2026-02-06 22:39:07.2912 | System | Initializing Persistent Agents Client...
2026-02-06 22:39:07.2981 | System | Persistent Agents Client initialized successfully.
2026-02-06 22:39:07.2985 | System | Choose an option:
2026-02-06 22:39:07.2987 | System | 1 - Evaluate Agents
2026-02-06 22:39:07.2989 | System | 2 - Evaluate Multi Agents
2026-02-06 22:39:07.2990 | System | 3 - Exit
2026-02-06 22:39:07.2991 | System | Enter choice (1/2/3): 2026-02-06 22:39:10.1333 | System | Evaluating Plan Multi Agent
2026-02-06 22:39:10.1683 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-pa-test-c-8.json.
2026-02-06 22:39:10.3138 | Test | Loaded 15 prompts from JSON file.
2026-02-06 22:39:10.3148 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 22:39:10.3153 | Test | Retrieving secret from Key Vault...
2026-02-06 22:39:12.3389 | Test | Creating ClientSecretCredential...
2026-02-06 22:39:12.3405 | Test | Validating scope...
2026-02-06 22:39:12.3407 | Test | Requesting access token...
2026-02-06 22:39:12.7499 | Test | Defining MCP Tool...
2026-02-06 22:39:12.7513 | Test | Creating Sub Persistent Agent...
2026-02-06 22:39:21.5188 | Test | Sub Persistent Agent Id: asst_MGN3mnGb2oySgrRgzQT936Qt Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 22:39:21.5297 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 22:39:21.5321 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 22:39:21.5349 | Test | Configuring MCP Tool Resource...
2026-02-06 22:39:21.5360 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 22:39:21.5362 | Test | Retrieving secret from Key Vault...
2026-02-06 22:39:21.6010 | Test | Creating ClientSecretCredential...
2026-02-06 22:39:21.6013 | Test | Validating scope...
2026-02-06 22:39:21.6020 | Test | Requesting access token...
2026-02-06 22:39:21.7102 | Test | Defining MCP Tool...
2026-02-06 22:39:21.7104 | Test | Creating Sub Persistent Agent...
2026-02-06 22:39:21.9682 | Test | Sub Persistent Agent Id: asst_LQz45NXrH9DnG6c4ODJk6Biq Name: GuidelineAgent Model: gpt-4o
2026-02-06 22:39:21.9685 | Test | Defining Provide guidelines and best practices.
2026-02-06 22:39:21.9686 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 22:39:21.9686 | Test | Configuring MCP Tool Resource...
2026-02-06 22:39:21.9686 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 22:39:21.9690 | Test | Retrieving secret from Key Vault...
2026-02-06 22:39:22.0366 | Test | Creating ClientSecretCredential...
2026-02-06 22:39:22.0368 | Test | Validating scope...
2026-02-06 22:39:22.0369 | Test | Requesting access token...
2026-02-06 22:39:22.1399 | Test | Defining MCP Tool...
2026-02-06 22:39:22.1402 | Test | Creating Sub Persistent Agent...
2026-02-06 22:39:22.4167 | Test | Sub Persistent Agent Id: asst_n0CmCS3h2dsC51XHaNLLKPBx Name: PlanAgent Model: gpt-4o
2026-02-06 22:39:22.4172 | Test | Defining Create action plans based on the context provided.
2026-02-06 22:39:22.4173 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 22:39:22.4179 | Test | Configuring MCP Tool Resource...
2026-02-06 22:39:22.4180 | Test | Creating Main Persistent Agent...
2026-02-06 22:39:22.6223 | Test | Main Persistent Agent Id: asst_V65t1a2Ybl8iMIWEsbJmBzQ5 Name: MainAgent Model: gpt-4o
2026-02-06 22:39:22.6229 | Test | Creating Persistent Agent Thread...
2026-02-06 22:39:22.8303 | Test | Persistent Agent Thread Id: thread_yVc0lDTk1crARhjpRyRvSYmA
2026-02-06 22:39:22.8308 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 22:39:22:8310 | Test | get all agents available for this agent
2026-02-06 22:39:22.8311 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:39:23.0551 | Agent | Creating thread run...
2026-02-06 22:39:23.8200 | Agent | Thread run created with Id: run_YmTmpcqc0lRTkV1tNqhBzhaY. Monitoring run status...
2026-02-06 22:39:25.1054 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 22:39:24 +00:00
2026-02-06 22:39:25.3135 | Agent | No annotations
2026-02-06 22:39:25.7091 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 22:39:24 +00:00
2026-02-06 22:39:25.9036 | Agent | No annotations
2026-02-06 22:39:25.9042 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:39:26.2279 | 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 22:39:26:2297 | Test | get all mcp tools available for this agent
2026-02-06 22:39:26.2299 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:39:26.4254 | Agent | Creating thread run...
2026-02-06 22:39:26.9323 | Agent | Thread run created with Id: run_mksge5TzE3s1H5COwWfCy1rR. Monitoring run status...
2026-02-06 22:39:27.9517 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 22:39:27 +00:00
2026-02-06 22:39:28.4139 | Agent | No annotations
2026-02-06 22:39:28.8250 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 22:39:27 +00:00
2026-02-06 22:39:29.0205 | Agent | No annotations
2026-02-06 22:39:29.0219 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:39:29.2548 | Agent | The available MCP (Multi-Channel Platform) tools for this agent are:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-06 22:39:29:2585 | Test | get all mcp tools available for plan agent
2026-02-06 22:39:29.2606 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:39:29.4625 | Agent | Creating thread run...
2026-02-06 22:39:29.9183 | Agent | Thread run created with Id: run_70otvU7SIi519WkVLcC16fmx. Monitoring run status...
2026-02-06 22:39:30.6845 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 22:39:30 +00:00
2026-02-06 22:39:31.3083 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 22:39:30 +00:00
2026-02-06 22:39:31.4859 | Agent | No annotations
2026-02-06 22:39:31.9325 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 22:39:30 +00:00
2026-02-06 22:39:32.1090 | Agent | No annotations
2026-02-06 22:39:32.1098 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:39:32.3068 | Agent | The PlanAgent itself is a tool within the MCP framework, specifically designed to create action plans based on the context provided. It does not have sub-tools within it, as it functions as a standalone tool for planning purposes.
2026-02-06 22:39:32:3079 | Test | make a new plan named p8 for checking pharma batches
2026-02-06 22:39:32.3080 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:39:32.5196 | Agent | Creating thread run...
2026-02-06 22:39:32.9879 | Agent | Thread run created with Id: run_DAfE69KJ0LRxM2J3sUf8edsC. Monitoring run status...
2026-02-06 22:39:34.1716 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:34.5642 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:34.9872 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:35.3885 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:35.7941 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:36.1969 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:36.6142 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:37.0310 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:37.4499 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:37.8418 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:38.2325 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:38.6439 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:39.0340 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:39.4603 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:39.9264 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:40.3848 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:40.8038 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:41.2565 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:41.6820 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:42.0976 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:42.5723 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:42.9791 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:43.4110 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:43.8285 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:44.2417 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:44.6764 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:45.0891 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:45.0904 | Agent | Run Step Tool Call - Key:call_cs2uORxFL5m9L0Zp8AnogE7S
2026-02-06 22:39:45.5148 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:45.5150 | Agent | Run Step Tool Call - Key:call_cs2uORxFL5m9L0Zp8AnogE7S
2026-02-06 22:39:46.7470 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:39:33 +00:00
2026-02-06 22:39:46.7479 | Agent | Run Step Tool Call - Key:call_cs2uORxFL5m9L0Zp8AnogE7S
2026-02-06 22:39:46.7480 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:39:46.9259 | Agent | The plan named "P8" for checking pharmaceutical batches has been successfully created. If you need to add specific steps or make any modifications, please let me know!
2026-02-06 22:39:46:9267 | Test | can you find the plan named p8?
2026-02-06 22:39:46.9269 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:39:47.2247 | Agent | Creating thread run...
2026-02-06 22:39:47.6752 | Agent | Thread run created with Id: run_TKqv7rIQRfzpSeJHBwGDO09H. Monitoring run status...
2026-02-06 22:39:48.8461 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:49.2744 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:49.6775 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:50.0723 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:50.4605 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:50.8564 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:51.2556 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:51.6761 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:52.4516 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:52.8780 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:53.3486 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:53.7491 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:54.1669 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:54.5691 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:54.9696 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:55.3733 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:55.7554 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:56.1342 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:56.5274 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:56.9226 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:57.3163 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:57.7122 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:58.0925 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:58.5103 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:58.9048 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:59.3107 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:39:59.7139 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:40:00.1155 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:40:00.5312 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:40:00.5320 | Agent | Run Step Tool Call - Key:call_GmK9zL90wNO12rSekwvsLeuE
2026-02-06 22:40:00.9654 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:40:00.9670 | Agent | Run Step Tool Call - Key:call_GmK9zL90wNO12rSekwvsLeuE
2026-02-06 22:40:01.3784 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:39:48 +00:00
2026-02-06 22:40:01.3791 | Agent | Run Step Tool Call - Key:call_GmK9zL90wNO12rSekwvsLeuE
2026-02-06 22:40:01.3792 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:01.5689 | Agent | The plan named "P8" for checking pharmaceutical batches has been found. Here are the details:

- **Plan ID:** 0373d730-e3a5-4b80-a026-b08d0fb83afa
- **Name:** P8
- **Description:** Plan for checking pharmaceutical batches.

If you need further actions or modifications, please let me know!
2026-02-06 22:40:01:5701 | Test | let me see the p8 plan
2026-02-06 22:40:01.5701 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:01.7719 | Agent | Creating thread run...
2026-02-06 22:40:02.2052 | Agent | Thread run created with Id: run_gqzpIa4HdNzeoXM6AL330xwG. Monitoring run status...
2026-02-06 22:40:03.4135 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:03.8644 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:04.2557 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:04.6605 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:05.0505 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:05.4706 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:05.8699 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:06.2603 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:06.6768 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:07.1079 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:07.5283 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:07.9591 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:08.3549 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:08.7906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:09.1950 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:09.6231 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:09.6234 | Agent | Run Step Tool Call - Key:call_RSrrEZXO53TUvwKrNbpkzi06
2026-02-06 22:40:10.0520 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:10.0522 | Agent | Run Step Tool Call - Key:call_RSrrEZXO53TUvwKrNbpkzi06
2026-02-06 22:40:10.4856 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:02 +00:00
2026-02-06 22:40:10.4886 | Agent | Run Step Tool Call - Key:call_RSrrEZXO53TUvwKrNbpkzi06
2026-02-06 22:40:10.4892 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:10.7047 | Agent | Here are the details of the plan named "P8" for checking pharmaceutical batches:

- **Plan ID:** 0373d730-e3a5-4b80-a026-b08d0fb83afa
- **Name:** P8
- **Description:** Plan for checking pharmaceutical batches.
- **Creation Time (UTC):** 2026-02-06T22:39:38.9813453Z
- **Last Update Time (UTC):** 2026-02-06T22:39:38.9813457Z
- **Steps:** Currently, there are no steps added to this plan.

If you need to add steps or make any changes, please let me know!
2026-02-06 22:40:10:7075 | Test | update the p8 plan to include checks for vial weight
2026-02-06 22:40:10.7076 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:10.9255 | Agent | Creating thread run...
2026-02-06 22:40:11.3594 | Agent | Thread run created with Id: run_qJViiRvydic4OtTwyFVWwFD6. Monitoring run status...
2026-02-06 22:40:12.2888 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:11 +00:00
2026-02-06 22:40:13.0909 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:11 +00:00
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2026-02-06 22:40:23.5550 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:11 +00:00
2026-02-06 22:40:23.5553 | Agent | Run Step Tool Call - Key:call_IOkSTPDcXwI9nCwOPVkNBfiq
2026-02-06 22:40:24.0331 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:11 +00:00
2026-02-06 22:40:24.0345 | Agent | Run Step Tool Call - Key:call_IOkSTPDcXwI9nCwOPVkNBfiq
2026-02-06 22:40:24.4896 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:11 +00:00
2026-02-06 22:40:24.4914 | Agent | Run Step Tool Call - Key:call_IOkSTPDcXwI9nCwOPVkNBfiq
2026-02-06 22:40:24.4949 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:24.6979 | Agent | The plan named "P8" has been successfully updated to include checks for vial weight in the pharmaceutical batches. If you need further modifications or additional steps, please let me know!
2026-02-06 22:40:24:7014 | Test | search for anything related to pharmaceuticals
2026-02-06 22:40:24.7057 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:24.9052 | Agent | Creating thread run...
2026-02-06 22:40:25.3564 | Agent | Thread run created with Id: run_CKxL7N1OnTQ1JeGVcZQYqmL4. Monitoring run status...
2026-02-06 22:40:26.1410 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
2026-02-06 22:40:26.5444 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
2026-02-06 22:40:26.9243 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
2026-02-06 22:40:27.3387 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
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2026-02-06 22:40:34.2800 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
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2026-02-06 22:40:36.4407 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:25 +00:00
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2026-02-06 22:40:38.0975 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:25 +00:00
2026-02-06 22:40:38.0977 | Agent | Run Step Tool Call - Key:call_gB5G5UfY0IPCbjepioyfR8sG
2026-02-06 22:40:38.4969 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:25 +00:00
2026-02-06 22:40:38.4979 | Agent | Run Step Tool Call - Key:call_gB5G5UfY0IPCbjepioyfR8sG
2026-02-06 22:40:38.4989 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:38.6986 | Agent | I found the following plan related to pharmaceuticals:

- **Plan Name:** P8
- **Description:** Plan for checking pharmaceutical batches, including checks for vial weight.
- **Plan ID:** 0373d730-e3a5-4b80-a026-b08d0fb83afa

If you need more information or wish to perform any actions on this plan, please let me know!
2026-02-06 22:40:38:6995 | Test | add a new step to the p8 plan called visual defect inspection
2026-02-06 22:40:38.6995 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:38.8905 | Agent | Creating thread run...
2026-02-06 22:40:39.3270 | Agent | Thread run created with Id: run_rlp2wXNigmW1f6IwY63yK7ef. Monitoring run status...
2026-02-06 22:40:40.4691 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:39 +00:00
2026-02-06 22:40:40.8763 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:39 +00:00
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2026-02-06 22:40:45.9031 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:39 +00:00
2026-02-06 22:40:46.3144 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:39 +00:00
2026-02-06 22:40:46.3250 | Agent | Run Step Tool Call - Key:call_OuHFd6nFC2dhocfhB5LiF9co
2026-02-06 22:40:46.7575 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:39 +00:00
2026-02-06 22:40:46.7601 | Agent | Run Step Tool Call - Key:call_OuHFd6nFC2dhocfhB5LiF9co
2026-02-06 22:40:47.1691 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:39 +00:00
2026-02-06 22:40:47.1727 | Agent | Run Step Tool Call - Key:call_OuHFd6nFC2dhocfhB5LiF9co
2026-02-06 22:40:47.1728 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:47.3805 | Agent | The step "Visual Defect Inspection" has been successfully added to the plan "P8." This step involves inspecting pharmaceutical batches for any visual defects such as cracks or discoloration in vials. If you need to add more steps or make further modifications, please let me know!
2026-02-06 22:40:47:3853 | Test | for p8 step 1, add a state where the camera confidence score is 0.94
2026-02-06 22:40:47.3854 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:47.5734 | Agent | Creating thread run...
2026-02-06 22:40:48.0895 | Agent | Thread run created with Id: run_iUB8DZOTWOfswD9UdDV82EZj. Monitoring run status...
2026-02-06 22:40:49.3188 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:48 +00:00
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2026-02-06 22:40:54.8885 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:48 +00:00
2026-02-06 22:40:55.3174 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:48 +00:00
2026-02-06 22:40:55.3254 | Agent | Run Step Tool Call - Key:call_3Nrl4hOhjpU0b1n8QaTr62hW
2026-02-06 22:40:55.7544 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:48 +00:00
2026-02-06 22:40:55.7553 | Agent | Run Step Tool Call - Key:call_3Nrl4hOhjpU0b1n8QaTr62hW
2026-02-06 22:40:56.2376 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:48 +00:00
2026-02-06 22:40:56.2413 | Agent | Run Step Tool Call - Key:call_3Nrl4hOhjpU0b1n8QaTr62hW
2026-02-06 22:40:56.2414 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:40:56.4334 | Agent | The state condition has been successfully added to step 1 ("Visual Defect Inspection") of the plan "P8." The step now includes a requirement for the camera confidence score to be 0.94 before execution. If you need further adjustments or additions, please let me know!
2026-02-06 22:40:56:4512 | Test | for p8 step 1, add an on-task true condition that opens a UR cobot popup saying 'visual inspection passed, continue batch processing.'
2026-02-06 22:40:56.4530 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:40:56.6794 | Agent | Creating thread run...
2026-02-06 22:40:57.1221 | Agent | Thread run created with Id: run_3hAJCDKQ6fZiO4y3I9YPXLhc. Monitoring run status...
2026-02-06 22:40:58.3634 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:57 +00:00
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2026-02-06 22:41:13.9546 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:57 +00:00
2026-02-06 22:41:14.3390 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:40:57 +00:00
2026-02-06 22:41:14.7544 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:57 +00:00
2026-02-06 22:41:14.7561 | Agent | Run Step Tool Call - Key:call_FSN2BbKnMtkcg4orFIA8Rchp
2026-02-06 22:41:15.2258 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:40:57 +00:00
2026-02-06 22:41:15.2312 | Agent | Run Step Tool Call - Key:call_FSN2BbKnMtkcg4orFIA8Rchp
2026-02-06 22:41:15.2312 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:41:15.6545 | Agent | The on-true task has been successfully added to step 1 ("Visual Defect Inspection") of the plan "P8." When the state condition is met, a UR cobot will display a popup with the message: "Visual inspection passed, continue batch processing." If you need further modifications or additions, please let me know!
2026-02-06 22:41:15:6552 | Test | for p8 step 1, add an on-task false condition that opens a UR cobot popup saying 'defect detected, isolate affected vials.'
2026-02-06 22:41:15.6552 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:41:15.8522 | Agent | Creating thread run...
2026-02-06 22:41:16.3127 | Agent | Thread run created with Id: run_MehtyyZzGoTTH7pSv9wZrcJr. Monitoring run status...
2026-02-06 22:41:17.2234 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:17.6288 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:18.0230 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:18.4503 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:18.8513 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:19.2880 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:19.6953 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:20.0815 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:20.5025 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:20.9104 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:21.3002 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:21.7380 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:22.1369 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:22.7083 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:23.1430 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:23.5789 | Agent | Last Run Step: tool_calls Status: failed CreatedAt: 06/02/2026 22:41:16 +00:00
2026-02-06 22:41:23.5792 | Agent | Run Step Tool Call - Key:call_bAoo4wOzyKqHgpv2xoHbWKla
2026-02-06 22:41:23.5793 | Agent | Submitting tool approvals...
2026-02-06 22:41:23.6344 | System | Run did not complete successfully, error: Error: rate_limit_exceeded; Your requests to gpt-4o for gpt-4o in UK South have exceeded the token rate limit for your current AIServices S0 pricing tier. This request was for Completions_Create under Azure OpenAI API version 2025-03-01-preview. Please retry after 4 seconds. To increase your default rate limit, visit: https://aka.ms/oai/quotaincrease.
2026-02-06 22:41:23.6346 | System | Token rate limit exceeded; Manual delay of 1 minute.
2026-02-06 22:42:23.6355 | Agent | Creating thread run...
2026-02-06 22:42:24.2136 | Agent | Thread run created with Id: run_gxGswMoNvZkssyVHqAT6AzuB. Monitoring run status...
2026-02-06 22:42:25.0664 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 22:42:24 +00:00
2026-02-06 22:42:25.6922 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 22:42:24 +00:00
2026-02-06 22:42:25.8727 | Agent | No annotations
2026-02-06 22:42:26.3198 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 22:42:24 +00:00
2026-02-06 22:42:26.5300 | Agent | No annotations
2026-02-06 22:42:26.5320 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:42:26.9526 | Agent | It seems there was an issue with processing your request due to a rate limit. Please wait a moment and try again. If you need immediate assistance, you can attempt to add the condition again or let me know if there's anything else I can help with!
2026-02-06 22:42:26:9559 | Test | show step 1 from the p8 plan
2026-02-06 22:42:26.9559 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:42:27.1707 | Agent | Creating thread run...
2026-02-06 22:42:27.6847 | Agent | Thread run created with Id: run_VEtTnJ6ElslxfvFi1f03ozgJ. Monitoring run status...
2026-02-06 22:42:28.9008 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:29.6932 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:30.1290 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:30.6070 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:31.0570 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:31.5784 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:32.0970 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:32.5514 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:33.0395 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:33.5476 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:34.1087 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:34.5350 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:34.9675 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:34.9703 | Agent | Run Step Tool Call - Key:call_XsJktuEdGirAIz8rU2q58yhj
2026-02-06 22:42:35.3819 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:35.4045 | Agent | Run Step Tool Call - Key:call_XsJktuEdGirAIz8rU2q58yhj
2026-02-06 22:42:35.8275 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:35.8277 | Agent | Run Step Tool Call - Key:call_XsJktuEdGirAIz8rU2q58yhj
2026-02-06 22:42:36.2643 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:36.2650 | Agent | Run Step Tool Call - Key:call_XsJktuEdGirAIz8rU2q58yhj
2026-02-06 22:42:36.6677 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:28 +00:00
2026-02-06 22:42:36.6688 | Agent | Run Step Tool Call - Key:call_XsJktuEdGirAIz8rU2q58yhj
2026-02-06 22:42:36.6689 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:42:37.0853 | Agent | Here are the details for step 1 ("Visual Defect Inspection") of the plan "P8":

- **Step Name:** Visual Defect Inspection
- **Description:** Inspect pharmaceutical batches for any visual defects such as cracks or discoloration in vials.
- **State Condition:** 
  - **Twin ID:** camera_sensor_1
  - **Property:** confidence_score
  - **Value:** 0.94
- **On-True Task:**
  - **Twin ID:** ur_cobot
  - **Command:** control_show_popup
  - **Payload:** 
    - **Property:** popup_text
    - **Value:** Visual inspection passed, continue batch processing.
- **On-False Task:**
  - **Twin ID:** ur_cobot
  - **Command:** control_show_popup
  - **Payload:** 
    - **Property:** popup_text
    - **Value:** Defect detected, isolate affected vials.

If you need further modifications or additions, please let me know!
2026-02-06 22:42:37:0857 | Test | show the full p8 plan
2026-02-06 22:42:37.0861 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 22:42:37.2985 | Agent | Creating thread run...
2026-02-06 22:42:37.8251 | Agent | Thread run created with Id: run_qrAq1kuv1o8INrlyYsTP6mHA. Monitoring run status...
2026-02-06 22:42:39.0252 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:39.4499 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:39.8787 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:40.3154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:40.7804 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:41.2035 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:41.6333 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:42.0789 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:42.4977 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:42.9090 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:43.3269 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:43.7495 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:44.2093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:44.6204 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:45.0826 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:45.0828 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:45.5143 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:45.5145 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:45.9528 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:45.9535 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:46.4208 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:46.4214 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:46.9246 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:46.9268 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:47.4029 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 22:42:38 +00:00
2026-02-06 22:42:47.4067 | Agent | Run Step Tool Call - Key:call_AIH6h5CP9slkXvq2TX0zvYkK
2026-02-06 22:42:47.4081 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 22:42:47.8390 | Agent | Here are the full details of the plan "P8" for checking pharmaceutical batches:

- **Plan ID:** 0373d730-e3a5-4b80-a026-b08d0fb83afa
- **Name:** P8
- **Description:** Plan for checking pharmaceutical batches, including checks for vial weight.
- **Creation Time (UTC):** 2026-02-06T22:39:38.9813453Z
- **Last Update Time (UTC):** 2026-02-06T22:41:19.8173274Z

**Steps:**

1. **Step Name:** Visual Defect Inspection
   - **Description:** Inspect pharmaceutical batches for any visual defects such as cracks or discoloration in vials.
   - **State Condition:** 
     - **Twin ID:** camera_sensor_1
     - **Property:** confidence_score
     - **Value:** 0.94
   - **On-True Task:**
     - **Twin ID:** ur_cobot
     - **Command:** control_show_popup
     - **Payload:** 
       - **Property:** popup_text
       - **Value:** Visual inspection passed, continue batch processing.
   - **On-False Task:**
     - **Twin ID:** ur_cobot
     - **Command:** control_show_popup
     - **Payload:** 
       - **Property:** popup_text
       - **Value:** Defect detected, isolate affected vials.

If you need further modifications or additions, please let me know!
2026-02-06 22:42:47:8489 | Test | exit
2026-02-06 22:42:47.8516 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 22:42:47.8517 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 22:42:48.2055 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 22:42:48.2080 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 22:42:48.4132 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 22:42:48.4133 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 22:42:48.5975 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 22:42:48.8194 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 22:42:49.0991 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 22:42:49.0994 | System | Preparing to save evaluation results...
2026-02-06 22:42:49.0998 | System | Creating result folder: Result
2026-02-06 22:42:49.1000 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 22:42:49.1000 | System | Serializing evaluation results to JSON...
2026-02-06 22:42:49.1298 | System | Writing results to file: Result\Result_20260206_224249_0998.json
2026-02-06 22:42:49.1325 | System | Result saved to Result\Result_20260206_224249_0998.json
2026-02-06 22:42:56.9641 | System | Result saved to Export_20260206_224249_4141.json
2026-02-06 22:42:57.0670 | System | Choose an option:
2026-02-06 22:42:57.0672 | System | 1 - Evaluate Agents
2026-02-06 22:42:57.0682 | System | 2 - Evaluate Multi Agents
2026-02-06 22:42:57.0683 | System | 3 - Exit
2026-02-06 22:42:57.0683 | System | Enter choice (1/2/3): 2026-02-06 22:43:12.5280 | System | Exiting...
