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| 2025-09-24 12:33:31,663 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 12:33:32,041 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 12:33:33,569 - AgenticMedicalRAG - INFO - Loaded 8 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:34,740 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:36,533 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:37,911 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:40,103 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:42,080 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:43,517 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:44,944 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:50,078 - AgenticMedicalRAG - INFO - Loaded 14 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:55,782 - AgenticMedicalRAG - INFO - Loaded 14 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:57,439 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:59,003 - AgenticMedicalRAG - INFO - Loaded 7 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 12:33:59,003 - AgenticMedicalRAG - INFO - Loaded Markdown document - Disease: Lung Cancer Guidelines, Provider: By Manus | |
| 2025-09-24 12:33:59,004 - AgenticMedicalRAG - INFO - Loaded Markdown document - Disease: Lung Cancer Guidelines, Provider: By Manus | |
| 2025-09-24 12:34:04,819 - AgenticMedicalRAG - INFO - Loaded 17 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:18,923 - AgenticMedicalRAG - INFO - Loaded 21 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:23,642 - AgenticMedicalRAG - INFO - Loaded 13 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:27,354 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:36,711 - AgenticMedicalRAG - INFO - Loaded 19 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:49,962 - AgenticMedicalRAG - INFO - Loaded 30 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:34:53,428 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:35:07,647 - AgenticMedicalRAG - INFO - Loaded 21 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:35:12,765 - AgenticMedicalRAG - INFO - Loaded 15 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:35:15,267 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO Guidelines | |
| 2025-09-24 12:35:16,067 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:35:21,065 - AgenticMedicalRAG - INFO - Loaded 8 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:35:55,441 - AgenticMedicalRAG - INFO - Loaded 26 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:36:16,203 - AgenticMedicalRAG - INFO - Loaded 34 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:36:32,630 - AgenticMedicalRAG - INFO - Loaded 84 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:36:41,343 - AgenticMedicalRAG - INFO - Loaded 48 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:44:05,468 - AgenticMedicalRAG - INFO - Loaded 287 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:44:06,308 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 12:44:44,266 - AgenticMedicalRAG - INFO - Loaded 28 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NICE | |
| 2025-09-24 12:44:47,678 - AgenticMedicalRAG - INFO - Loaded 37 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NICE | |
| 2025-09-24 12:53:17,215 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 12:53:17,226 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 12:53:17,226 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 12:53:17,456 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 12:53:17,456 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 12:53:17,481 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-24 12:53:17,481 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-24 12:53:31,097 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 12:53:50,889 - AgenticMedicalRAG - INFO - Successfully processed user input: What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 12:54:35,447 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 12:54:56,222 - AgenticMedicalRAG - INFO - Successfully processed user input: What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 12:57:37,656 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 12:57:38,185 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 12:57:38,226 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 12:57:38,238 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 12:57:38,238 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 12:57:38,619 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 12:57:38,620 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 12:57:38,635 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-24 12:57:38,637 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-24 13:20:44,668 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:20:45,075 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:20:45,120 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:20:45,131 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:20:45,131 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:20:45,520 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:20:45,520 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 13:20:45,538 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-24 13:20:45,538 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-24 13:21:01,097 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 13:21:13,097 - AgenticMedicalRAG - INFO - Successfully processed user input: What are the diagnostic criteria for Lung Cancer S... | |
| 2025-09-24 13:24:09,731 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-24 13:24:25,781 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-24 13:30:43,451 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:30:43,618 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:30:43,658 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:30:43,836 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:30:43,836 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:30:43,994 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:30:43,995 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 13:31:43,804 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:31:43,965 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:31:44,033 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:31:44,281 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:31:44,281 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:31:44,476 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:31:44,478 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 13:36:07,048 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:36:07,245 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:36:07,306 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:36:07,526 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:36:07,527 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:36:07,851 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:36:07,851 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 13:39:38,763 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:39:39,011 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:39:39,098 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:39:39,343 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:39:39,344 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:39:39,544 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:39:39,544 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 13:40:11,974 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 13:40:12,122 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 13:40:12,170 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 13:40:12,356 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 13:40:12,356 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 13:40:12,536 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 13:40:12,536 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 14:03:17,328 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 14:03:17,747 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 14:03:18,036 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 14:03:18,047 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 14:03:18,047 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 14:03:18,204 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 14:03:18,204 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 14:06:03,859 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 14:06:04,462 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 14:06:05,910 - AgenticMedicalRAG - INFO - Loaded 8 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:07,247 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:08,957 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:10,336 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:12,480 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:14,462 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:15,790 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:17,215 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:22,289 - AgenticMedicalRAG - INFO - Loaded 14 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:28,276 - AgenticMedicalRAG - INFO - Loaded 14 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:30,061 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:31,741 - AgenticMedicalRAG - INFO - Loaded 7 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ASCO | |
| 2025-09-24 14:06:39,031 - AgenticMedicalRAG - INFO - Loaded 17 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:06:58,683 - AgenticMedicalRAG - INFO - Loaded 21 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:04,896 - AgenticMedicalRAG - INFO - Loaded 13 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:09,572 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:21,785 - AgenticMedicalRAG - INFO - Loaded 19 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:35,607 - AgenticMedicalRAG - INFO - Loaded 30 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:38,906 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:53,046 - AgenticMedicalRAG - INFO - Loaded 21 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:07:57,983 - AgenticMedicalRAG - INFO - Loaded 15 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:08:00,381 - AgenticMedicalRAG - INFO - Loaded 5 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: ESMO | |
| 2025-09-24 14:08:00,382 - AgenticMedicalRAG - INFO - Loaded Markdown document - Disease: Lung Cancer Guidelines, Provider: Manus | |
| 2025-09-24 14:08:00,382 - AgenticMedicalRAG - INFO - Loaded Markdown document - Disease: Lung Cancer Guidelines, Provider: Manus | |
| 2025-09-24 14:08:01,124 - AgenticMedicalRAG - INFO - Loaded 4 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:08:05,855 - AgenticMedicalRAG - INFO - Loaded 8 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:08:40,094 - AgenticMedicalRAG - INFO - Loaded 26 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:09:01,060 - AgenticMedicalRAG - INFO - Loaded 34 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:09:21,069 - AgenticMedicalRAG - INFO - Loaded 84 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:09:33,101 - AgenticMedicalRAG - INFO - Loaded 48 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:18:17,764 - AgenticMedicalRAG - INFO - Loaded 287 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:18:19,248 - AgenticMedicalRAG - INFO - Loaded 6 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NCCN | |
| 2025-09-24 14:19:05,274 - AgenticMedicalRAG - INFO - Loaded 28 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NICE | |
| 2025-09-24 14:19:10,146 - AgenticMedicalRAG - INFO - Loaded 37 document pages from PDF - Disease: Lung Cancer Guidelines, Provider: NICE | |
| 2025-09-24 14:28:35,383 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 14:28:35,391 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 14:28:35,391 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 14:28:35,566 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 14:28:35,566 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 14:34:45,919 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 14:34:46,019 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 14:34:46,065 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 14:34:46,078 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 14:34:46,078 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 14:34:46,238 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 14:34:46,238 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 14:35:02,380 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 14:35:02,459 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 14:35:02,501 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 14:35:02,512 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 14:35:02,512 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 14:35:02,665 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 14:35:02,666 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 15:28:04,375 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-24 15:28:05,020 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-24 15:28:05,111 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-24 15:28:05,120 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-24 15:28:05,121 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-24 15:28:05,486 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-24 15:28:05,486 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-24 15:28:05,509 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-24 15:28:05,509 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-24 15:28:48,253 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-24 15:29:09,300 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-24 15:29:31,597 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-24 15:29:53,586 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-24 15:29:56,004 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-09-24 15:30:21,791 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-09-24 15:37:04,732 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What are the differences in stage III NSCLC with E... | |
| 2025-09-24 15:37:07,666 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-24 15:37:09,667 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): What are the differences in stage III NSCLC with E... | |
| 2025-09-24 15:37:12,091 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-24 15:37:14,092 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): What are the differences in stage III NSCLC with E... | |
| 2025-09-24 15:37:16,221 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-24 15:37:18,221 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): What are the differences in stage III NSCLC with E... | |
| 2025-09-24 15:37:20,035 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-25 10:55:35,848 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 10:55:36,837 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 10:55:36,997 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 10:55:37,016 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 10:55:37,018 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 10:55:37,679 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 10:55:37,681 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 10:55:37,758 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 10:55:37,758 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 10:56:20,804 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-25 10:57:12,813 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-25 11:03:25,974 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 11:03:26,156 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 11:03:26,226 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 11:03:26,474 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 11:03:26,475 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 11:03:26,718 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 11:03:26,719 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 11:44:26,455 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 11:44:26,797 - AgenticMedicalRAG - ERROR - Failed to import required modules: cannot import name 'medical_guidelines_knowledge_tool' from 'tools' (C:\Users\moaze\AppData\Roaming\Python\Python313\site-packages\tools\__init__.py) | |
| 2025-09-25 11:44:47,804 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 11:44:48,265 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 11:44:48,315 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 11:44:48,327 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 11:44:48,327 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 11:44:48,704 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 11:44:48,704 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 11:44:48,727 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 11:44:48,727 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 11:45:23,905 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 11:46:12,625 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 11:46:51,625 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of PD-L1 testing in the managemen... | |
| 2025-09-25 11:47:40,839 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of PD-L1 testing in the managemen... | |
| 2025-09-25 11:55:51,664 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 11:55:52,071 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 11:55:52,120 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 11:55:52,130 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 11:55:52,130 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 11:55:52,515 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 11:55:52,515 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 11:55:52,533 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 11:55:52,534 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 11:56:22,086 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the expected survival benefit of durvaluma... | |
| 2025-09-25 11:56:34,087 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the expected survival benefit of durvaluma... | |
| 2025-09-25 11:57:17,093 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 11:57:29,006 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 12:08:15,798 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 12:08:16,635 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 12:08:16,708 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 12:08:16,733 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 12:08:16,733 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 12:08:17,439 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 12:08:17,439 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 12:08:17,467 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 12:08:17,467 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 12:09:21,041 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 12:09:34,174 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 12:33:19,691 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 12:33:20,134 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 12:33:20,177 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 12:33:20,188 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 12:33:20,188 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 12:33:20,550 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 12:33:20,551 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 12:33:20,563 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 12:33:20,563 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 12:38:42,020 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-25 12:38:47,424 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-25 12:39:30,232 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 12:39:33,410 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 12:40:25,958 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 12:40:26,441 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 12:40:26,483 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 12:40:26,496 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 12:40:26,497 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 12:40:26,865 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 12:40:26,865 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 12:40:26,875 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 12:40:26,875 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 12:40:43,498 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-25 12:40:52,880 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-25 13:24:01,123 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 13:24:02,325 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 13:24:02,404 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 13:24:02,427 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 13:24:02,427 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 13:24:03,004 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 13:24:03,005 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 13:24:03,028 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 13:24:03,030 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 13:25:50,875 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the expected survival benefit of durvaluma... | |
| 2025-09-25 13:25:55,987 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the expected survival benefit of durvaluma... | |
| 2025-09-25 13:29:32,984 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 13:29:33,427 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 13:29:33,473 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 13:29:33,483 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 13:29:33,485 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 13:29:33,859 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 13:29:33,860 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 13:29:33,874 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 13:29:33,874 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 13:29:47,561 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the expected survival benefit of durvaluma... | |
| 2025-09-25 13:29:55,342 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the expected survival benefit of durvaluma... | |
| 2025-09-25 14:35:48,177 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 14:35:48,992 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 14:35:49,075 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 14:35:49,093 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 14:35:49,094 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 14:35:49,761 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 14:35:49,762 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 14:35:49,781 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 14:35:49,781 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 14:36:56,115 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the expected survival benefit of durvaluma... | |
| 2025-09-25 14:37:02,607 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the expected survival benefit of durvaluma... | |
| 2025-09-25 14:49:27,524 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 14:49:28,493 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 14:49:28,587 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 14:49:28,611 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 14:49:28,612 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 14:49:29,294 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 14:49:29,295 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 14:49:29,325 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 14:49:29,326 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 14:54:24,150 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the expected survival benefit of durvaluma... | |
| 2025-09-25 14:54:34,887 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the expected survival benefit of durvaluma... | |
| 2025-09-25 19:59:01,611 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 19:59:02,224 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 19:59:02,280 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 19:59:02,291 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 19:59:02,292 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 19:59:02,670 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 19:59:02,670 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 19:59:02,683 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 19:59:02,683 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 19:59:50,665 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-25 20:00:00,245 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-25 20:09:12,523 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 20:09:12,977 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 20:09:13,031 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 20:09:13,048 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 20:09:13,049 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 20:09:13,418 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 20:09:13,419 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 20:09:13,423 - AgenticMedicalRAG - ERROR - Failed to import required modules: cannot import name 'agent_trace' from 'tracing' (D:\Work\Agentic-Medical-RAG-AI-Advisor\src\tracing.py) | |
| 2025-09-25 20:37:56,521 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-25 20:37:56,964 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-25 20:37:57,017 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-25 20:37:57,028 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-25 20:37:57,028 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-25 20:37:57,396 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-25 20:37:57,397 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-25 20:37:57,409 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-25 20:37:57,409 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-25 20:38:19,731 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-25 20:38:36,017 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-25 20:41:14,481 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-25 20:41:27,289 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-26 17:36:44,230 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 17:36:45,307 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 17:36:45,484 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 17:36:45,532 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 17:36:45,533 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 17:36:46,223 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 17:36:46,224 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 17:36:46,287 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 17:36:46,287 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 17:37:26,909 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of PD-L1 testing in the managemen... | |
| 2025-09-26 17:37:39,735 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of PD-L1 testing in the managemen... | |
| 2025-09-26 18:46:50,328 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 18:46:50,959 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 18:46:51,040 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 18:46:51,072 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 18:46:51,072 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 18:46:51,473 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 18:46:51,473 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 18:46:51,485 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 18:46:51,486 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 18:47:13,691 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 18:47:22,877 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 18:47:24,879 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 18:47:33,464 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 18:47:35,466 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 18:47:42,377 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 18:47:44,377 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 18:47:51,259 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 19:23:03,535 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 19:23:04,707 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 19:23:04,800 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 19:23:04,829 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 19:23:04,831 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 19:23:05,538 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 19:23:05,538 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 19:23:05,574 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 19:23:05,575 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 19:23:38,484 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 19:23:48,753 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 19:23:50,755 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 19:23:59,896 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 19:24:01,899 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 19:24:13,219 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 19:24:15,220 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 19:24:25,729 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 19:46:48,701 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 19:46:49,622 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 19:46:49,709 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 19:46:49,734 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 19:46:49,735 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 19:46:50,398 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 19:46:50,399 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 19:46:50,432 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 19:46:50,433 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 19:47:19,702 - AgenticMedicalRAG - WARNING - Input too long: 1266 characters | |
| 2025-09-26 19:47:31,877 - AgenticMedicalRAG - WARNING - Input too long: 1243 characters | |
| 2025-09-26 20:08:25,379 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 20:08:26,332 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 20:08:26,681 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 20:08:26,708 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 20:08:26,708 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 20:08:27,591 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 20:08:27,591 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 20:08:27,623 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 20:08:27,623 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 20:08:32,951 - AgenticMedicalRAG - ERROR - Failed to launch Gradio: Cannot find empty port in range: 7860-7860. You can specify a different port by setting the GRADIO_SERVER_PORT environment variable or passing the `server_port` parameter to `launch()`. | |
| 2025-09-26 20:09:39,723 - AgenticMedicalRAG - ERROR - Failed to load embedding model: (MaxRetryError('HTTPSConnectionPool(host=\'huggingface.co\', port=443): Max retries exceeded with url: /api/models/abhinand/MedEmbed-base-v0.1/tree/main/additional_chat_templates?recursive=False&expand=False (Caused by NameResolutionError("<urllib3.connection.HTTPSConnection object at 0x00000254EE5E3190>: Failed to resolve \'huggingface.co\' ([Errno 11004] getaddrinfo failed)"))'), '(Request ID: 9208b60a-cd11-44be-9664-7c39920579a3)') | |
| 2025-09-26 20:11:04,608 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 20:11:05,539 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 20:11:05,636 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 20:11:05,660 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 20:11:05,661 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 20:11:06,558 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 20:11:06,558 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 20:11:06,589 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 20:11:06,590 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 23:45:11,863 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 23:45:12,691 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 23:45:12,820 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 23:45:12,854 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 23:45:12,854 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 23:45:13,282 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 23:45:13,282 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 23:45:13,301 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 23:45:13,301 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 23:45:45,554 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 23:46:00,742 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:46:02,742 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 23:46:12,045 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:46:14,047 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 23:46:21,991 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:46:23,993 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): answer these questions | |
| 1. What is the recommended... | |
| 2025-09-26 23:46:30,101 - AgenticMedicalRAG - ERROR - Unexpected error in run_agent_streaming: cannot schedule new futures after interpreter shutdown | |
| 2025-09-26 23:46:30,103 - AgenticMedicalRAG - ERROR - Traceback: Traceback (most recent call last): | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor\src\agent.py", line 248, in run_agent_streaming | |
| response = await task | |
| ^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\concurrent\futures\thread.py", line 58, in run | |
| result = self.fn(*self.args, **self.kwargs) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor\src\agent.py", line 218, in run_sync | |
| return agent_executor.invoke( | |
| ^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\chains\base.py", line 165, in invoke | |
| self._call(inputs, run_manager=run_manager) | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1625, in _call | |
| next_step_output = self._take_next_step( | |
| ^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1325, in _take_next_step | |
| list( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1352, in _iter_next_step | |
| output = self._action_agent.plan( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 573, in plan | |
| for chunk in self.runnable.stream(inputs, config={"callbacks": callbacks}): | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3437, in stream | |
| yield from self.transform(iter([input]), config, **kwargs) | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3423, in transform | |
| yield from self._transform_stream_with_config( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 2214, in _transform_stream_with_config | |
| chunk: Output = context.run(next, iterator) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3385, in _transform | |
| yield from final_pipeline | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 5650, in transform | |
| yield from self.bound.transform( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\passthrough.py", line 595, in transform | |
| yield from self._transform_stream_with_config( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 2214, in _transform_stream_with_config | |
| chunk: Output = context.run(next, iterator) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\passthrough.py", line 567, in _transform | |
| first_map_chunk_future = executor.submit( | |
| ^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\config.py", line 530, in submit | |
| return super().submit( | |
| ^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\concurrent\futures\thread.py", line 169, in submit | |
| raise RuntimeError('cannot schedule new futures after ' | |
| RuntimeError: cannot schedule new futures after interpreter shutdown | |
| 2025-09-26 23:48:08,562 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-26 23:48:09,457 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-26 23:48:09,539 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-26 23:48:09,565 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-26 23:48:09,566 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-26 23:48:10,135 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-26 23:48:10,135 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-26 23:48:10,162 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-26 23:48:10,163 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-26 23:48:39,130 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-26 23:48:42,516 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:48:44,516 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): What is the recommended first-line treatment for a... | |
| 2025-09-26 23:48:45,810 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:48:47,812 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): What is the recommended first-line treatment for a... | |
| 2025-09-26 23:48:49,816 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-26 23:48:51,818 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): What is the recommended first-line treatment for a... | |
| 2025-09-26 23:48:53,109 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-27 00:01:32,753 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:01:33,165 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:01:33,216 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:01:33,227 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:01:33,227 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:01:33,595 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:01:33,595 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:01:33,607 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-27 00:01:33,607 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-27 00:01:52,894 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:01:55,464 - AgenticMedicalRAG - WARNING - Retrieved documents have 13021 tokens, but only 6000 tokens available. Truncating... | |
| 2025-09-27 00:01:55,477 - AgenticMedicalRAG - INFO - Documents truncated from 13021 to 6293 tokens | |
| 2025-09-27 00:02:04,998 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-27 00:03:49,314 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:03:49,725 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:03:49,776 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:03:49,787 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:03:49,788 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:03:50,155 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:03:50,155 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:03:50,170 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-27 00:03:50,170 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-27 00:04:10,850 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:04:13,041 - AgenticMedicalRAG - WARNING - Retrieved documents have 19470 tokens, but only 6000 tokens available. Truncating... | |
| 2025-09-27 00:04:13,056 - AgenticMedicalRAG - INFO - Documents truncated from 19470 to 6293 tokens | |
| 2025-09-27 00:04:17,388 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-27 00:07:18,132 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:07:18,894 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:07:18,966 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:07:18,989 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:07:18,989 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:07:19,549 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:07:19,549 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:07:19,574 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-27 00:07:19,574 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-27 00:07:53,864 - AgenticMedicalRAG - WARNING - Input extremely long: 86731 characters | |
| 2025-09-27 00:09:10,694 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:09:11,089 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:09:11,134 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:09:11,144 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:09:11,144 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:09:11,495 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:09:11,496 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:09:11,507 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-27 00:09:11,507 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-27 00:09:41,575 - AgenticMedicalRAG - WARNING - Input text has 13096 tokens, exceeding limit of 12000. Truncating to prevent API errors. | |
| 2025-09-27 00:09:41,580 - AgenticMedicalRAG - WARNING - Input text has 13096 tokens, exceeding limit of 12000. Truncating text... | |
| 2025-09-27 00:09:41,584 - AgenticMedicalRAG - INFO - Text truncated from 13096 to 12000 tokens | |
| 2025-09-27 00:09:41,585 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:09:43,557 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-27 00:09:45,557 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:09:46,184 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-27 00:09:48,185 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:09:48,489 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-27 00:09:50,490 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:09:50,881 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-27 00:17:44,632 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:17:44,978 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:17:45,020 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:17:45,030 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:17:45,032 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:17:45,209 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:17:45,209 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:18:01,192 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-27 00:18:01,645 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-27 00:18:01,716 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-27 00:18:01,739 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-27 00:18:01,739 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-27 00:18:02,034 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-27 00:18:02,034 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-27 00:22:06,925 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-27 00:22:16,366 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-28 10:55:59,427 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 10:55:59,969 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 10:56:00,109 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 10:56:00,135 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 10:56:00,137 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 10:56:00,366 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 10:56:00,366 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 10:56:14,325 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 10:56:14,690 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 10:56:14,752 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 10:56:14,769 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 10:56:14,770 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 10:56:15,038 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 10:56:15,039 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 10:56:46,615 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-28 10:56:54,928 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-28 10:57:42,486 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 10:57:43,088 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 10:57:43,167 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 10:57:43,184 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 10:57:43,184 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 10:57:43,466 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 10:57:43,468 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 10:57:58,824 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 10:57:59,636 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 10:57:59,733 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 10:57:59,759 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 10:57:59,761 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 10:58:00,196 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 10:58:00,198 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 10:58:07,507 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-09-28 10:58:14,490 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-09-28 11:06:51,149 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 11:06:52,034 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 11:06:52,098 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 11:06:52,115 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 11:06:52,116 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 11:06:52,686 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 11:06:52,688 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 11:06:52,707 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 11:06:52,707 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 11:07:38,791 - AgenticMedicalRAG - WARNING - Input too long: 1267 characters | |
| 2025-09-28 11:08:37,379 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 11:08:37,605 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 11:08:37,964 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 11:08:37,991 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 11:08:37,992 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 11:08:38,319 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 11:08:38,319 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 11:10:48,552 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 11:10:49,497 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 11:10:49,572 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 11:10:49,593 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 11:10:49,594 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 11:10:50,233 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 11:10:50,233 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 11:10:50,263 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 11:10:50,264 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 11:11:02,173 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:11:12,208 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-28 11:11:14,210 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:11:23,285 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-28 11:11:25,285 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:11:34,516 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-28 11:11:36,518 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:11:44,732 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-09-28 11:21:12,827 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 11:21:13,831 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 11:21:13,916 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 11:21:13,940 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 11:21:13,941 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 11:21:14,618 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 11:21:14,618 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 11:21:14,651 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 11:21:14,652 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 11:21:39,461 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:22:25,243 - AgenticMedicalRAG - INFO - Successfully processed user input: answer these questions | |
| 1. What is the recommended ... | |
| 2025-09-28 11:29:37,083 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 11:29:37,879 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 11:29:37,951 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 11:29:37,973 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 11:29:37,974 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 11:29:38,532 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 11:29:38,533 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 11:29:38,559 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 11:29:38,561 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 11:30:11,706 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-09-28 11:30:25,318 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-09-28 15:21:23,670 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 15:21:24,225 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 15:21:24,272 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 15:21:24,286 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 15:21:24,286 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 15:21:24,639 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 15:21:24,640 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 15:21:24,644 - AgenticMedicalRAG - ERROR - Failed to import required modules: cannot import name 'side_effect_recording_tool' from 'tools' (D:\Work\Agentic-Medical-RAG-AI-Advisor-GitHub\src\tools.py) | |
| 2025-09-28 17:08:24,750 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 17:08:25,619 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 17:08:25,713 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 17:08:25,731 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 17:08:25,732 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 17:08:26,522 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 17:08:26,522 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 17:08:26,586 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 17:08:26,586 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 17:10:42,577 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 17:10:43,221 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 17:10:43,284 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 17:10:43,302 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 17:10:43,302 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 17:10:43,858 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 17:10:43,861 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 17:10:43,884 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 17:10:43,884 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 17:15:47,343 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that afatinib has these side effects Diarr... | |
| 2025-09-28 17:15:51,260 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that afatinib has these side effects Diarr... | |
| 2025-09-28 17:46:31,824 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 17:46:32,763 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 17:46:32,871 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 17:46:32,894 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 17:46:32,895 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 17:46:33,667 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 17:46:33,669 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 17:46:33,704 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 17:46:33,704 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 17:47:04,888 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that afatinib has these side effects Diarr... | |
| 2025-09-28 17:47:08,216 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that afatinib has these side effects Diarr... | |
| 2025-09-28 18:24:13,178 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 18:24:14,245 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 18:24:14,321 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 18:24:14,341 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 18:24:14,342 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 18:24:14,965 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 18:24:14,966 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 18:24:14,998 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 18:24:14,998 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 18:25:46,504 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): I found that afatinib can cause the following side... | |
| 2025-09-28 18:25:50,523 - AgenticMedicalRAG - INFO - Successfully processed user input: I found that afatinib can cause the following side... | |
| 2025-09-28 18:26:46,519 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): 55 | |
| male | |
| 40ml | |
| 3 months... | |
| 2025-09-28 18:26:50,308 - AgenticMedicalRAG - INFO - Successfully processed user input: 55 | |
| male | |
| 40ml | |
| 3 months... | |
| 2025-09-28 18:27:15,449 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): moderate | |
| ongoing... | |
| 2025-09-28 18:27:18,443 - AgenticMedicalRAG - INFO - Successfully processed user input: moderate | |
| ongoing... | |
| 2025-09-28 18:27:50,403 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): save report... | |
| 2025-09-28 18:27:53,555 - AgenticMedicalRAG - INFO - Successfully processed user input: save report... | |
| 2025-09-28 18:38:17,363 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 18:38:18,153 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 18:38:18,234 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 18:38:18,252 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 18:38:18,252 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 18:38:18,960 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 18:38:18,961 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 18:38:18,995 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 18:38:18,997 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 18:41:37,804 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): I found that afatinib can cause the following side... | |
| 2025-09-28 18:41:41,007 - AgenticMedicalRAG - INFO - Successfully processed user input: I found that afatinib can cause the following side... | |
| 2025-09-28 18:45:23,962 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): the patient's age is 55 and he is male and dosage ... | |
| 2025-09-28 18:45:27,901 - AgenticMedicalRAG - INFO - Successfully processed user input: the patient's age is 55 and he is male and dosage ... | |
| 2025-09-28 19:50:08,925 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 19:50:10,345 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 19:50:10,519 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 19:50:10,544 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 19:50:10,545 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 19:50:11,461 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 19:50:11,463 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 19:50:11,528 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 19:50:11,529 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 19:50:38,620 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): I found that afatinib can cause the following side... | |
| 2025-09-28 19:50:43,725 - AgenticMedicalRAG - INFO - Successfully processed user input: I found that afatinib can cause the following side... | |
| 2025-09-28 19:51:30,734 - AgenticMedicalRAG - INFO - Conversation memory cleared successfully | |
| 2025-09-28 19:51:30,734 - AgenticMedicalRAG - INFO - Successfully cleared chat memory and history | |
| 2025-09-28 19:58:55,102 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-28 19:58:55,851 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-28 19:58:55,931 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-28 19:58:55,954 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-28 19:58:55,955 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-28 19:58:56,513 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-28 19:58:56,514 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-28 19:58:56,549 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-09-28 19:58:56,549 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-09-28 19:59:36,399 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): I found that afatinib can cause the following side... | |
| 2025-09-28 19:59:40,693 - AgenticMedicalRAG - INFO - Successfully processed user input: I found that afatinib can cause the following side... | |
| 2025-09-30 12:07:29,525 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 12:07:30,290 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 12:07:30,451 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 12:07:30,470 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 12:07:30,470 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 12:07:30,841 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 12:07:30,842 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 12:07:46,793 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 12:07:47,340 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 12:07:47,524 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 12:07:47,553 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 12:07:47,554 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 12:07:47,915 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 12:07:47,916 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 12:08:18,007 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 12:08:29,664 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 12:08:52,204 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 12:09:03,518 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 14:04:01,384 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:04:01,872 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:04:01,957 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:04:01,979 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:04:01,980 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:04:02,363 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:04:02,364 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:08:15,099 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:08:15,489 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:08:15,552 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:08:15,567 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:08:15,570 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:08:15,852 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:08:15,854 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:10:04,366 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:10:04,917 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:10:05,000 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:10:05,017 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:10:05,018 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:10:05,321 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:10:05,323 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:11:43,739 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:11:44,207 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:11:44,283 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:11:44,307 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:11:44,307 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:11:44,668 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:11:44,669 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:12:02,431 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:12:02,911 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:12:02,989 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:12:03,008 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:12:03,009 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:12:03,371 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:12:03,371 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:22:22,453 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:22:23,029 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:22:23,113 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:22:23,133 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:22:23,134 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:22:23,485 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:22:23,486 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:26:58,213 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 14:26:58,933 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 14:26:59,009 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 14:26:59,029 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 14:26:59,030 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 14:26:59,367 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 14:26:59,367 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 14:27:12,980 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 14:27:56,532 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 14:28:16,414 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 14:28:25,301 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 21:42:36,452 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 21:42:36,937 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 21:42:37,037 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 21:42:37,047 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 21:42:37,047 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 21:42:37,208 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 21:42:37,208 - AgenticMedicalRAG - INFO - ✅ Retrievers created and hybrid retriever is ready. | |
| 2025-09-30 22:04:14,108 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 22:06:21,470 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 22:06:21,470 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-09-30 22:06:21,981 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-09-30 22:06:24,914 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-09-30 22:06:24,915 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-09-30 22:06:24,917 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-09-30 22:06:39,317 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-09-30 22:06:39,390 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-09-30 22:06:39,412 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-09-30 22:06:39,412 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-09-30 22:06:39,712 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-09-30 22:06:39,713 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-09-30 22:06:51,982 - AgenticMedicalRAG - INFO - Successfully processed user input: How should stage III NSCLC with EGFR mutations be ... | |
| 2025-09-30 22:09:15,536 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-09-30 22:09:59,812 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): I found that afatinib can cause the following side... | |
| 2025-09-30 22:09:59,812 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-09-30 22:10:00,261 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-09-30 22:10:04,676 - AgenticMedicalRAG - INFO - Successfully processed user input: I found that afatinib can cause the following side... | |
| 2025-10-01 11:08:17,517 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:08:58,099 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:09:02,449 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:09:06,497 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:09:11,130 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:09:55,514 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 11:09:55,515 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 11:09:56,194 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 11:09:58,163 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 11:09:58,164 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 11:09:58,166 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 11:10:18,154 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 11:10:18,353 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 11:10:18,397 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 11:10:18,398 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 11:10:18,726 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 11:10:18,727 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 11:10:26,024 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 11:13:22,817 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:13:39,242 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:14:03,610 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:27:48,592 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 11:27:48,592 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 11:27:49,013 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 11:27:50,879 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 11:27:50,880 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 11:27:50,882 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 11:28:04,902 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 11:28:04,971 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 11:28:04,990 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 11:28:04,990 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 11:28:05,286 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 11:28:05,287 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 11:28:14,371 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 11:30:17,632 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:30:36,899 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 11:30:36,900 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 11:30:37,354 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 11:30:39,328 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 11:30:39,329 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 11:30:39,330 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 11:30:52,017 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 11:30:52,113 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 11:30:52,133 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 11:30:52,135 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 11:30:52,426 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 11:30:52,427 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 11:30:59,770 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 11:32:34,382 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:32:41,494 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:32:52,116 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:38:23,378 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 11:38:44,969 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 11:38:44,969 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 11:38:45,446 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 11:38:47,664 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 11:38:47,664 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 11:38:47,665 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 11:39:00,379 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 11:39:00,471 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 11:39:00,496 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 11:39:00,498 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 11:39:00,795 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 11:39:00,796 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 11:39:08,907 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 11:57:41,075 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:01:33,774 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 12:01:33,775 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 12:01:34,237 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 12:01:35,987 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 12:01:35,988 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 12:01:35,990 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 12:01:48,472 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 12:01:48,563 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 12:01:48,585 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 12:01:48,585 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 12:01:48,881 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 12:01:48,882 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 12:01:55,918 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 12:03:49,244 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:11:06,958 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:11:34,125 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 12:11:34,126 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 12:11:34,581 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 12:11:36,608 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 12:11:36,608 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 12:11:36,609 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 12:11:50,859 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 12:11:50,974 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 12:11:50,999 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 12:11:51,000 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 12:11:51,305 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 12:11:51,306 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 12:12:03,103 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 12:15:04,808 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:15:12,227 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:15:35,881 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:18:09,901 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:18:22,784 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 12:18:22,785 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 12:18:23,232 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 12:18:24,941 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 12:18:24,943 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 12:18:24,944 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 12:18:37,203 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 12:18:37,294 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 12:18:37,318 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 12:18:37,319 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 12:18:37,621 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 12:18:37,623 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 12:18:49,475 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 12:21:46,365 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:00,952 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:06,742 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:12,344 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:26,597 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:33,888 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:44,821 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 12:22:56,268 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 14:26:12,339 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 14:26:14,168 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 14:26:14,168 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 14:26:48,420 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 14:26:48,421 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 14:26:48,927 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 14:26:51,049 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 14:26:51,050 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 14:26:51,051 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 14:27:05,144 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 14:27:05,220 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 14:27:05,242 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 14:27:05,242 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 14:27:05,587 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 14:27:05,588 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 14:27:25,795 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 14:33:51,285 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 14:33:52,115 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 14:33:52,116 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 14:34:03,074 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 14:34:03,077 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 14:34:03,588 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 14:34:05,104 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 14:34:05,104 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 14:34:05,105 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 14:34:17,293 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 14:34:17,346 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 14:34:17,358 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 14:34:17,358 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 14:34:17,538 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 14:34:17,539 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 14:34:30,405 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 14:39:45,532 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 14:39:46,392 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 14:39:46,392 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 14:39:58,035 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 14:39:58,037 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 14:39:58,533 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 14:40:00,635 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 14:40:00,635 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 14:40:00,636 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 14:40:11,039 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 14:40:11,099 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 14:40:11,115 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 14:40:11,116 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 14:40:11,290 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 14:40:11,291 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 14:40:24,626 - AgenticMedicalRAG - ERROR - OpenAI API error: Error code: 413 - {'error': {'code': 'tokens_limit_reached', 'message': 'Request body too large for gpt-4o model. Max size: 8000 tokens.', 'details': 'Request body too large for gpt-4o model. Max size: 8000 tokens.'}} | |
| 2025-10-01 14:40:26,626 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): What is the recommended first-line treatment for a... | |
| 2025-10-01 14:40:35,888 - AgenticMedicalRAG - ERROR - Unexpected error in run_agent_streaming: cannot schedule new futures after interpreter shutdown | |
| 2025-10-01 14:40:35,889 - AgenticMedicalRAG - ERROR - Traceback: Traceback (most recent call last): | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor-GitHub\src\agent.py", line 265, in run_agent_streaming | |
| response = await task | |
| ^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\concurrent\futures\thread.py", line 58, in run | |
| result = self.fn(*self.args, **self.kwargs) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor-GitHub\src\agent.py", line 235, in run_sync | |
| return get_agent_executor().invoke( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\chains\base.py", line 165, in invoke | |
| self._call(inputs, run_manager=run_manager) | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1625, in _call | |
| next_step_output = self._take_next_step( | |
| ^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1325, in _take_next_step | |
| list( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1352, in _iter_next_step | |
| output = self._action_agent.plan( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 573, in plan | |
| for chunk in self.runnable.stream(inputs, config={"callbacks": callbacks}): | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3437, in stream | |
| yield from self.transform(iter([input]), config, **kwargs) | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3423, in transform | |
| yield from self._transform_stream_with_config( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 2214, in _transform_stream_with_config | |
| chunk: Output = context.run(next, iterator) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 3385, in _transform | |
| yield from final_pipeline | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 5650, in transform | |
| yield from self.bound.transform( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 1428, in transform | |
| for ichunk in input: | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\passthrough.py", line 595, in transform | |
| yield from self._transform_stream_with_config( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\base.py", line 2214, in _transform_stream_with_config | |
| chunk: Output = context.run(next, iterator) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\passthrough.py", line 567, in _transform | |
| first_map_chunk_future = executor.submit( | |
| ^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\runnables\config.py", line 530, in submit | |
| return super().submit( | |
| ^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\concurrent\futures\thread.py", line 169, in submit | |
| raise RuntimeError('cannot schedule new futures after ' | |
| RuntimeError: cannot schedule new futures after interpreter shutdown | |
| 2025-10-01 14:43:33,792 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 14:43:34,650 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 14:43:34,650 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 14:43:46,524 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 14:43:46,525 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 14:43:47,015 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 14:43:48,524 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 14:43:48,525 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 14:43:48,526 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 14:43:58,550 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 14:43:58,592 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 14:43:58,603 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 14:43:58,603 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 14:43:58,758 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 14:43:58,759 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 14:44:14,607 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 15:02:27,184 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 15:02:28,358 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 15:02:28,358 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 15:13:26,105 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 15:13:26,106 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 15:13:26,805 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 15:13:28,991 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 15:13:28,991 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 15:13:28,992 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 15:13:47,296 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 15:13:47,418 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 15:13:47,444 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 15:13:47,444 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 15:13:47,612 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 15:13:47,613 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 15:13:58,481 - AgenticMedicalRAG - ERROR - Unexpected error in run_agent_streaming: 1 validation error for medical_answer_validation_tool | |
| retrieved_chunks | |
| Field required | |
| For further information visit https://errors.pydantic.dev/2.11/v/missing | |
| 2025-10-01 15:13:58,482 - AgenticMedicalRAG - ERROR - Traceback: Traceback (most recent call last): | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor-GitHub\src\agent.py", line 270, in run_agent_streaming | |
| response = await task | |
| ^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\concurrent\futures\thread.py", line 58, in run | |
| result = self.fn(*self.args, **self.kwargs) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "D:\Work\Agentic-Medical-RAG-AI-Advisor-GitHub\src\agent.py", line 240, in run_sync | |
| return get_agent_executor().invoke( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\chains\base.py", line 165, in invoke | |
| self._call(inputs, run_manager=run_manager) | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1625, in _call | |
| next_step_output = self._take_next_step( | |
| ^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1325, in _take_next_step | |
| list( | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1408, in _iter_next_step | |
| yield self._perform_agent_action( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain\agents\agent.py", line 1433, in _perform_agent_action | |
| observation = tool.run( | |
| ^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\tools\base.py", line 883, in run | |
| raise error_to_raise | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\tools\base.py", line 845, in run | |
| tool_args, tool_kwargs = self._to_args_and_kwargs( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\tools\base.py", line 760, in _to_args_and_kwargs | |
| tool_input = self._parse_input(tool_input, tool_call_id) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\langchain_core\tools\base.py", line 667, in _parse_input | |
| result = input_args.model_validate(tool_input) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "C:\Users\moaze\miniconda3\envs\medical-rag-app\Lib\site-packages\pydantic\main.py", line 705, in model_validate | |
| return cls.__pydantic_validator__.validate_python( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| pydantic_core._pydantic_core.ValidationError: 1 validation error for medical_answer_validation_tool | |
| retrieved_chunks | |
| Field required | |
| For further information visit https://errors.pydantic.dev/2.11/v/missing | |
| 2025-10-01 15:17:18,358 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 15:17:19,211 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 15:17:19,212 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 15:17:30,254 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 15:17:30,255 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 15:17:30,836 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 15:17:32,781 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 15:17:32,782 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 15:17:32,782 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 15:17:43,455 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 15:17:43,502 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 15:17:43,513 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 15:17:43,513 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 15:17:43,696 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 15:17:43,697 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 15:17:59,773 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 15:27:40,132 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 15:27:41,014 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 15:27:41,014 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 15:27:55,995 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 15:27:55,996 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 15:27:56,437 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 15:27:58,313 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 15:27:58,313 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 15:27:58,315 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 15:28:13,681 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 15:28:13,734 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 15:28:13,749 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 15:28:13,749 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 15:28:13,986 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 15:28:13,987 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 15:28:29,519 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 15:47:00,341 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 15:47:01,626 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 15:47:01,627 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 15:47:12,019 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 15:47:12,022 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 15:47:12,542 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 15:47:14,778 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 15:47:14,778 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 15:47:14,780 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 15:47:30,972 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 15:47:31,088 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 15:47:31,115 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 15:47:31,116 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 15:47:31,492 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 15:47:31,494 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 15:47:43,627 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 16:25:30,425 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 16:25:31,633 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 16:25:31,633 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 16:25:44,961 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 16:25:44,965 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 16:25:45,524 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 16:25:48,592 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 16:25:48,594 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 16:25:48,594 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 16:26:01,777 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 16:26:01,867 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 16:26:01,892 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 16:26:01,892 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 16:26:02,157 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 16:26:02,158 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 16:26:18,371 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 16:35:57,877 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 16:35:59,261 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 16:35:59,263 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 16:36:17,532 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 16:36:17,533 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 16:36:18,046 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 16:36:20,032 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 16:36:20,033 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 16:36:20,034 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 16:36:33,833 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 16:36:33,915 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 16:36:33,936 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 16:36:33,937 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 16:36:34,209 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 16:36:34,212 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 16:36:47,584 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 16:51:01,133 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 16:51:02,390 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 16:51:02,391 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 17:46:46,709 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 17:46:47,940 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 17:46:47,940 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 17:47:00,748 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 17:47:00,750 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 17:47:01,354 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 17:47:36,244 - AgenticMedicalRAG - ERROR - OpenAI API error: Connection error. | |
| 2025-10-01 17:47:38,245 - AgenticMedicalRAG - INFO - Processing user input (attempt 2): What is the recommended first-line treatment for a... | |
| 2025-10-01 17:48:12,725 - AgenticMedicalRAG - ERROR - OpenAI API error: Connection error. | |
| 2025-10-01 17:48:14,726 - AgenticMedicalRAG - INFO - Processing user input (attempt 3): What is the recommended first-line treatment for a... | |
| 2025-10-01 17:48:16,023 - AgenticMedicalRAG - ERROR - OpenAI API error: Connection error. | |
| 2025-10-01 17:48:18,024 - AgenticMedicalRAG - INFO - Processing user input (attempt 4): What is the recommended first-line treatment for a... | |
| 2025-10-01 17:48:19,401 - AgenticMedicalRAG - ERROR - OpenAI API error: Connection error. | |
| 2025-10-01 17:54:29,723 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 17:54:31,131 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 17:54:31,131 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 17:54:42,261 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 17:54:42,262 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 17:54:42,705 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 17:54:46,601 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 17:54:46,601 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 17:54:46,602 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 17:54:58,728 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 17:54:58,807 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 17:54:58,823 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 17:54:58,824 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 17:54:59,051 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 17:54:59,051 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 17:55:18,179 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-01 18:19:14,553 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-01 18:19:15,941 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-01 18:19:15,941 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-01 18:20:06,582 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-01 18:20:06,585 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-01 18:20:07,180 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-01 18:20:09,729 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-01 18:20:09,730 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-01 18:20:09,731 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-01 18:20:26,724 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-01 18:20:26,795 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-01 18:20:26,811 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-01 18:20:26,817 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-01 18:20:27,081 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-01 18:20:27,082 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-01 18:20:43,455 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-02 18:36:22,090 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 18:36:23,133 - AgenticMedicalRAG - ERROR - Failed to import required modules: cannot import name 'medical_guidelines_knowledge_tool' from 'tools' (C:\Users\moaze\AppData\Roaming\Python\Python313\site-packages\tools\__init__.py) | |
| 2025-10-02 19:37:51,324 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:37:51,755 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:37:55,058 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-02 19:37:55,058 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-02 19:38:36,766 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended treatment for stage IV NSC... | |
| 2025-10-02 19:38:36,767 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:38:38,415 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:38:40,711 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-02 19:38:40,711 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-02 19:38:40,712 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-02 19:38:57,251 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-02 19:38:57,821 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-02 19:38:58,358 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-02 19:38:58,358 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-02 19:38:58,695 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-02 19:38:58,696 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-02 19:39:22,186 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:39:22,188 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:39:38,655 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended treatment for stage IV NSC... | |
| 2025-10-02 19:45:16,628 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:45:17,072 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:45:17,858 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-02 19:45:17,859 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-02 19:45:43,221 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended treatment for stage IV NSC... | |
| 2025-10-02 19:45:43,223 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:45:44,433 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:45:46,353 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-02 19:45:46,354 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-02 19:45:46,355 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-02 19:45:53,977 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-02 19:45:54,065 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-02 19:45:54,386 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-02 19:45:54,387 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-02 19:45:54,621 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-02 19:45:54,621 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-02 19:46:07,764 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:46:07,765 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:47:05,025 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended treatment for stage IV NSC... | |
| 2025-10-02 19:58:36,581 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:58:36,996 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-02 19:58:37,843 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-02 19:58:37,843 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-02 19:58:50,737 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended treatment for stage IV NSC... | |
| 2025-10-02 19:58:50,738 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:58:52,005 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:58:53,484 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-02 19:58:53,484 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-02 19:58:53,485 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-02 19:59:00,460 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-02 19:59:00,537 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-02 19:59:01,072 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-02 19:59:01,073 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-02 19:59:01,318 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-02 19:59:01,319 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-02 19:59:07,390 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-02 19:59:07,392 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-02 19:59:49,818 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended treatment for stage IV NSC... | |
| 2025-10-04 17:52:21,573 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-04 17:52:24,124 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-04 17:52:24,125 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-04 17:52:58,282 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-04 17:52:58,285 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-04 17:52:59,182 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-04 17:53:01,439 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-04 17:53:01,439 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-04 17:53:01,442 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-04 17:53:23,385 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-04 17:53:23,612 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-04 17:53:23,664 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-04 17:53:23,664 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-04 17:53:24,021 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-04 17:53:24,023 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-04 17:53:30,195 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-04 17:53:35,609 - AgenticMedicalRAG - ERROR - Failed to parse validation JSON: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-04 17:53:35,976 - AgenticMedicalRAG - INFO - Evaluation saved with ID: baf04454-fd01-48b3-9375-8a409059d824 | |
| 2025-10-04 17:53:36,977 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-04 18:15:53,482 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-04 18:15:54,905 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-04 18:15:54,906 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-04 18:16:05,158 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-04 18:16:05,161 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-04 18:16:05,981 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-04 18:16:08,123 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-04 18:16:08,124 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-04 18:16:08,125 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-04 18:16:21,368 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-04 18:16:21,430 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-04 18:16:21,446 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-04 18:16:21,448 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-04 18:16:21,729 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-04 18:16:21,730 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-04 18:16:26,987 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-04 18:16:33,282 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 84ea1f44-9fed-49d1-a5d8-1656bdb3e704 | |
| 2025-10-04 18:16:35,149 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-04 19:30:07,921 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-04 19:30:09,618 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-04 19:30:09,619 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-04 19:30:34,744 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-04 19:30:34,745 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-04 19:30:35,398 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-04 19:30:37,778 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-04 19:30:37,779 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-04 19:30:37,779 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-04 19:30:57,624 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-04 19:30:57,767 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-04 19:30:57,799 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-04 19:30:57,801 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-04 19:30:58,199 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-04 19:30:58,200 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-04 19:31:03,763 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-04 19:31:03,814 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-04 19:31:03,815 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-04 19:31:03,815 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-04 19:31:09,350 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 1 | |
| 2025-10-04 19:31:16,710 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-04 19:31:51,524 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-04 19:31:56,979 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-04 19:31:56,982 - AgenticMedicalRAG - INFO - Starting validation for interaction 2 | |
| 2025-10-04 19:32:03,912 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 2 | |
| 2025-10-05 09:39:56,512 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 09:39:58,032 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 09:39:58,033 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 09:40:38,205 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 09:40:38,207 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 09:40:39,060 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 09:40:41,242 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 09:40:41,243 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 09:40:41,244 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 09:41:01,277 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 09:41:01,467 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 09:41:01,489 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 09:41:01,489 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 09:41:01,845 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 09:41:01,846 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 09:41:08,060 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 09:41:08,094 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 09:41:08,096 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-05 09:41:08,096 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-05 09:41:13,992 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 1 | |
| 2025-10-05 09:41:20,334 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-05 09:54:30,977 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 09:54:32,796 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 09:54:32,796 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 09:54:32,797 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 09:54:32,798 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 09:54:32,799 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 09:54:32,799 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 09:54:32,804 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 09:54:32,935 - AgenticMedicalRAG - ERROR - Failed to launch Gradio: EventListener._setup.<locals>.event_trigger() got an unexpected keyword argument 'every' | |
| 2025-10-05 10:10:31,814 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:10:33,865 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 10:10:33,865 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 10:10:33,865 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:10:33,867 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:10:33,867 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 10:10:33,868 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:10:33,871 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:10:56,627 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 10:10:56,630 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 10:10:56,902 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 10:10:56,903 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 10:10:56,905 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 10:10:56,905 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 10:10:56,908 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 10:10:57,066 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 10:10:57,121 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 10:10:57,123 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 10:10:57,678 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 10:10:57,680 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 10:10:57,680 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 10:10:57,681 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 10:10:57,681 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 10:10:58,050 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 10:10:58,050 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 10:10:58,050 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 10:10:58,076 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 10:11:06,112 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 10:11:06,149 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 10:11:06,157 - AgenticMedicalRAG - INFO - Starting validation for interaction 2 | |
| 2025-10-05 10:11:11,523 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 2 | |
| 2025-10-05 10:11:18,164 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-05 10:13:35,677 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:14:15,795 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 10:14:15,795 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 10:14:16,303 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 10:14:18,160 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 10:14:18,161 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 10:14:18,163 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:14:34,085 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 10:14:34,163 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 10:14:34,189 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 10:14:34,189 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 10:14:34,478 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 10:14:34,479 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 10:14:40,213 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-05 10:14:40,213 - AgenticMedicalRAG - INFO - Performing automatic validation... | |
| 2025-10-05 10:14:40,261 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 10:14:40,262 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-05 10:14:40,262 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-05 10:14:47,368 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 1 | |
| 2025-10-05 10:17:21,663 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:17:22,909 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:17:22,911 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:17:22,911 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:17:22,913 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:17:39,692 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:17:40,915 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:17:40,915 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:17:40,916 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:17:40,918 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:17:46,054 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:17:47,256 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:17:47,257 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:17:47,259 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:17:47,259 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:17:56,489 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:17:57,616 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:17:57,618 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:17:57,618 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:17:57,619 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:18:06,637 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:18:07,880 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:18:07,882 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:18:07,883 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:18:07,884 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:18:13,761 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:18:14,869 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:18:14,870 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:18:14,871 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:18:14,872 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:18:33,045 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 10:18:34,261 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 10:18:34,262 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 10:18:34,264 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 10:18:34,265 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 10:18:50,081 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 10:18:50,081 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 10:18:50,082 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 10:18:50,082 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 10:18:50,083 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 10:18:50,167 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 10:18:50,193 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 10:18:50,194 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 10:18:50,495 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 10:18:50,496 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 10:18:50,496 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 10:18:50,497 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 10:18:50,498 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 10:18:50,912 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 10:18:50,912 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 10:18:50,913 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 11:25:34,292 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 11:25:35,291 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 11:25:35,292 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 11:25:35,292 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 11:25:35,293 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 11:25:52,708 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 11:25:52,709 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 11:25:52,710 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 11:25:52,710 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 11:25:52,710 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 11:25:52,815 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 11:25:52,844 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 11:25:52,845 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 11:25:53,231 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 11:25:53,232 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 11:25:53,232 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 11:25:53,232 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 11:25:53,234 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 11:25:53,701 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 11:25:53,702 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 11:25:53,702 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 11:25:55,088 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 11:26:02,082 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-05 11:26:02,083 - AgenticMedicalRAG - INFO - Performing automatic validation... | |
| 2025-10-05 11:26:02,128 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 11:26:02,129 - AgenticMedicalRAG - INFO - Starting validation for interaction 2 | |
| 2025-10-05 11:26:08,987 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 2 | |
| 2025-10-05 14:33:57,468 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 14:33:59,620 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 14:33:59,621 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 14:33:59,621 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 14:33:59,622 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 14:33:59,622 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 14:33:59,623 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 14:33:59,626 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 14:34:19,485 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 14:34:19,489 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 14:34:19,650 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 14:34:19,651 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 14:34:19,652 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 14:34:19,653 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 14:34:19,653 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 14:34:19,968 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 14:34:20,048 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 14:34:20,051 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 14:34:20,480 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 14:34:20,482 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 14:34:20,482 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 14:34:20,482 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 14:34:20,482 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 14:34:20,844 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 14:34:20,844 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 14:34:20,845 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 14:34:20,848 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 14:34:27,587 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 14:34:27,629 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 14:34:27,652 - AgenticMedicalRAG - INFO - Starting validation for interaction 3 | |
| 2025-10-05 14:34:34,486 - AgenticMedicalRAG - INFO - Evaluation saved with ID: 3 | |
| 2025-10-05 14:34:41,592 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-05 17:59:55,233 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 17:59:56,921 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 17:59:56,921 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 17:59:56,922 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 17:59:56,922 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 17:59:56,923 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 17:59:56,923 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 17:59:56,926 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 18:00:15,260 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 18:00:15,261 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 18:00:15,262 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 18:00:15,263 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 18:00:15,263 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 18:00:15,369 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 18:00:15,392 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 18:00:15,393 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 18:00:15,773 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 18:00:15,774 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 18:00:15,774 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 18:00:15,774 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 18:00:15,774 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 18:00:16,236 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 18:00:16,238 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 18:00:16,239 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 18:00:19,958 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects feve... | |
| 2025-10-05 18:00:25,273 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 18:00:25,273 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-05 18:00:25,275 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects feve... | |
| 2025-10-05 18:01:23,852 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): Patient's age : 55 | |
| Patient's gender Male | |
| Medicatio... | |
| 2025-10-05 18:01:27,947 - AgenticMedicalRAG - INFO - Successfully processed user input: Patient's age : 55 | |
| Patient's gender Male | |
| Medicatio... | |
| 2025-10-05 19:43:38,412 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:44:38,933 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:47:09,786 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:51:49,611 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:51:51,290 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 19:51:51,290 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 19:51:51,290 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 19:51:51,290 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 19:51:51,290 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 19:51:51,292 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 19:51:51,292 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 19:52:04,282 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 19:52:04,283 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 19:52:04,284 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 19:52:04,284 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 19:52:04,284 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 19:52:04,392 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 19:52:04,402 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 19:52:04,403 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 19:52:04,586 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 19:52:04,586 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 19:52:04,587 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 19:52:04,587 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 19:52:04,587 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 19:52:04,893 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 19:52:04,894 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 19:52:04,894 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 19:52:12,655 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-05 19:52:16,603 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 19:52:16,604 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-05 19:52:16,604 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-05 19:52:30,710 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): Patient's age : 55 | |
| Patient's gender Male | |
| Medicatio... | |
| 2025-10-05 19:55:05,153 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:57:10,249 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:57:10,249 - AgenticMedicalRAG - ERROR - Failed to initialize Google Drive storage: Expecting property name enclosed in double quotes: line 9 column 3 (char 413) | |
| 2025-10-05 19:57:10,419 - AgenticMedicalRAG - INFO - Side effects report saved locally: side_effects_reports.csv | |
| 2025-10-05 19:57:28,160 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 19:57:29,173 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 19:57:29,176 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 19:57:39,609 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 19:57:39,610 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 19:57:39,610 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 19:57:39,611 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 19:57:39,611 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 19:57:39,651 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 19:57:39,661 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 19:57:39,662 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 19:57:39,830 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 19:57:39,830 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 19:57:39,831 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 19:57:39,831 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 19:57:39,831 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 19:57:40,048 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 19:57:40,048 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 19:57:40,048 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 19:58:36,255 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-05 19:58:38,438 - AgenticMedicalRAG - ERROR - Failed to initialize Google Drive storage: Expecting property name enclosed in double quotes: line 9 column 3 (char 413) | |
| 2025-10-05 19:58:38,438 - AgenticMedicalRAG - INFO - Side effects report saved locally: side_effects_reports.csv | |
| 2025-10-05 19:58:39,867 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:27:43,347 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 21:27:44,612 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 21:27:44,613 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 21:27:44,613 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 21:27:44,613 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 21:27:44,613 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 21:27:44,613 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 21:27:44,615 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 21:27:59,170 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:27:59,171 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 21:27:59,304 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 21:27:59,305 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 21:27:59,306 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 21:27:59,306 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 21:27:59,307 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 21:27:59,425 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 21:27:59,458 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 21:27:59,460 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 21:27:59,806 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 21:27:59,807 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 21:27:59,810 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 21:27:59,810 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 21:27:59,810 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 21:28:00,148 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 21:28:00,148 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 21:28:00,148 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 21:28:00,171 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 21:28:05,714 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 21:28:05,714 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-05 21:28:05,715 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:39:44,415 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 21:39:44,418 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-05 21:39:46,161 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-05 21:39:47,781 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-05 21:39:50,681 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-05 21:39:50,683 - AgenticMedicalRAG - INFO - Successfully saved side effects report to GitHub | |
| 2025-10-05 21:40:13,033 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 21:40:13,889 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 21:40:13,890 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 21:40:13,890 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 21:40:13,890 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 21:40:13,890 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 21:40:13,890 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 21:40:13,891 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 21:40:23,258 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 21:40:23,258 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 21:40:23,259 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 21:40:23,259 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 21:40:23,260 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 21:40:23,315 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 21:40:23,329 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 21:40:23,330 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 21:40:23,528 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 21:40:23,528 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 21:40:23,528 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 21:40:23,529 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 21:40:23,529 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 21:40:23,930 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 21:40:23,931 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 21:40:23,931 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 21:40:41,816 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:40:44,691 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:49:44,148 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-05 21:49:45,213 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-05 21:49:45,214 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-05 21:49:45,214 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-05 21:49:45,215 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-05 21:49:45,215 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-05 21:49:45,215 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-05 21:49:45,216 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-05 21:49:56,902 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-05 21:49:56,902 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-05 21:49:56,903 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-05 21:49:56,903 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-05 21:49:56,903 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-05 21:49:56,973 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-05 21:49:56,994 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-05 21:49:56,995 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-05 21:49:57,312 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-05 21:49:57,313 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-05 21:49:57,313 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-05 21:49:57,313 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-05 21:49:57,314 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-05 21:49:57,715 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-05 21:49:57,716 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-05 21:49:57,717 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-05 21:50:04,692 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:50:07,050 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-05 21:50:08,456 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-05 21:50:09,916 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 21:50:09,916 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-05 21:50:09,916 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-05 21:51:09,241 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-05 21:51:19,034 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-05 21:51:19,071 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-05 21:51:19,071 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-05 21:51:19,072 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-05 21:51:32,900 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-05 21:51:32,902 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 1 | |
| 2025-10-05 21:51:42,220 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-06 15:08:37,777 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 15:08:40,423 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 15:08:40,424 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 15:08:40,424 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 15:08:40,425 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 15:08:40,425 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 15:08:40,426 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 15:08:40,430 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 15:09:03,246 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 15:09:03,248 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 15:09:03,248 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 15:09:03,249 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 15:09:03,250 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 15:09:03,472 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 15:09:03,523 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 15:09:03,524 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 15:09:03,905 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 15:09:03,906 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 15:09:03,906 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 15:09:03,907 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 15:09:03,907 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 15:09:04,562 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 15:09:04,562 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 15:09:04,564 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 15:10:12,041 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-06 15:10:22,109 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:10:22,156 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-06 15:10:22,158 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-06 15:10:22,158 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-06 15:10:29,836 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 15:10:31,963 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:10:31,964 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 1 | |
| 2025-10-06 15:10:38,504 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-06 15:26:02,901 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 15:26:02,902 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 15:26:05,527 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:27:34,937 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 15:27:36,174 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 15:27:36,174 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 15:27:36,175 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 15:27:36,176 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 15:27:36,176 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 15:27:36,176 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 15:27:36,178 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 15:27:46,958 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-06 15:27:46,960 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 15:27:47,811 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 15:27:49,812 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 15:27:49,812 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 15:27:49,814 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 15:27:51,238 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 15:27:51,239 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 15:27:51,240 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 15:27:51,240 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 15:27:51,240 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 15:27:51,334 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 15:27:51,362 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 15:27:51,363 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 15:27:51,754 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 15:27:51,756 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 15:27:51,756 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 15:27:51,758 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 15:27:51,760 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 15:27:51,760 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 15:27:53,335 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 15:27:53,374 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 15:27:53,409 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 15:27:53,410 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 15:27:53,774 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 15:27:53,794 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 15:27:58,811 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:27:58,849 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-06 15:27:58,850 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 15:27:59,357 - AgenticMedicalRAG - ERROR - Error getting next interaction ID: Expecting value: line 1 column 1 (char 0) | |
| 2025-10-06 15:27:59,358 - AgenticMedicalRAG - INFO - Starting validation for interaction 1 | |
| 2025-10-06 15:28:09,637 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 1 | |
| 2025-10-06 15:28:11,580 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:28:11,581 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 1 | |
| 2025-10-06 15:28:18,941 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-06 15:28:38,365 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should patients with stage IV NSCLC and EGFR m... | |
| 2025-10-06 15:28:50,010 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:28:50,417 - AgenticMedicalRAG - INFO - Starting validation for interaction 2 | |
| 2025-10-06 15:30:00,704 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 2 | |
| 2025-10-06 15:30:02,074 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:30:02,077 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 2 | |
| 2025-10-06 15:30:10,446 - AgenticMedicalRAG - INFO - Successfully processed user input: How should patients with stage IV NSCLC and EGFR m... | |
| 2025-10-06 15:30:10,477 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How should patients with stage IV NSCLC and EGFR m... | |
| 2025-10-06 15:30:17,358 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:30:17,923 - AgenticMedicalRAG - INFO - Starting validation for interaction 3 | |
| 2025-10-06 15:30:32,287 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 3 | |
| 2025-10-06 15:30:34,351 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:30:34,352 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 3 | |
| 2025-10-06 15:30:41,391 - AgenticMedicalRAG - INFO - Successfully processed user input: How should patients with stage IV NSCLC and EGFR m... | |
| 2025-10-06 15:30:59,714 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 15:31:00,943 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 15:31:00,943 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 15:31:00,943 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 15:31:00,944 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 15:31:00,944 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 15:31:00,944 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 15:31:00,945 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 15:31:16,517 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 15:31:16,518 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 15:31:16,518 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 15:31:16,520 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 15:31:16,520 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 15:31:16,604 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 15:31:16,623 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 15:31:16,624 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 15:31:16,938 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 15:31:16,939 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 15:31:16,940 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 15:31:16,941 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 15:31:16,942 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 15:31:17,344 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 15:31:17,344 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 15:31:17,344 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 15:31:23,084 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-06 15:31:30,277 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:31:30,310 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-06 15:31:30,310 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 15:31:31,135 - AgenticMedicalRAG - INFO - Starting validation for interaction 4 | |
| 2025-10-06 15:31:38,938 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 4 | |
| 2025-10-06 15:31:40,976 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 15:31:40,977 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 4 | |
| 2025-10-06 15:31:45,752 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-06 15:32:37,581 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 15:32:38,928 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 15:32:38,928 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 15:32:38,929 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 15:32:38,930 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 15:32:38,930 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 15:32:38,930 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 15:32:38,931 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 15:32:53,387 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 15:32:53,388 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 15:32:53,389 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 15:32:53,390 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 15:32:53,390 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 15:32:53,495 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 15:32:53,518 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 15:32:53,519 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 15:32:53,886 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 15:32:53,887 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 15:32:53,887 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 15:32:53,887 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 15:32:53,889 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 15:32:54,295 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 15:32:54,295 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 15:32:54,295 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 15:33:36,327 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-06 15:33:39,100 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 15:33:41,044 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 15:33:42,041 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-06 15:35:17,441 - AgenticMedicalRAG - INFO - Conversation memory cleared successfully | |
| 2025-10-06 15:35:17,441 - AgenticMedicalRAG - INFO - Successfully cleared chat memory and history | |
| 2025-10-06 15:35:19,806 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-06 15:35:24,045 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 15:35:25,023 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:35:25,023 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-06 15:35:25,024 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-06 15:36:28,524 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that cisplatin has serious kidney problems... | |
| 2025-10-06 15:36:31,841 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:36:31,843 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-06 15:36:31,844 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that cisplatin has serious kidney problems... | |
| 2025-10-06 15:37:05,351 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i can't provide this information ... | |
| 2025-10-06 15:37:09,171 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 15:37:09,172 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-06 15:37:09,173 - AgenticMedicalRAG - INFO - Successfully processed user input: i can't provide this information ... | |
| 2025-10-06 17:08:11,705 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 17:09:27,389 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 17:09:28,814 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 17:09:28,815 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 17:09:28,815 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 17:09:28,816 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 17:09:28,816 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 17:09:28,816 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 17:09:28,819 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 17:09:46,393 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 17:09:46,394 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 17:09:46,395 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 17:09:46,396 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 17:09:46,396 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 17:09:46,495 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 17:09:46,518 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 17:09:46,519 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 17:09:46,880 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 17:09:46,881 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 17:09:46,881 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 17:09:46,881 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 17:09:46,882 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 17:09:47,409 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 17:09:47,411 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 17:09:47,412 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 17:09:58,532 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-06 17:10:01,103 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 17:10:02,722 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 17:10:04,330 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-06 17:10:54,724 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that cisplatin has serious kidney problems... | |
| 2025-10-06 17:10:57,617 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 17:10:57,619 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-06 17:10:57,620 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that cisplatin has serious kidney problems... | |
| 2025-10-06 17:11:21,164 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i can't provide more details... | |
| 2025-10-06 17:11:23,481 - AgenticMedicalRAG - INFO - Successfully processed user input: i can't provide more details... | |
| 2025-10-06 17:11:38,539 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): just save them... | |
| 2025-10-06 17:11:42,544 - AgenticMedicalRAG - INFO - Successfully processed user input: just save them... | |
| 2025-10-06 17:42:58,305 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 17:42:59,370 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 17:43:02,269 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 17:43:03,808 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 17:43:34,765 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 17:43:36,084 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 17:43:36,084 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 17:43:36,085 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 17:43:36,085 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 17:43:36,085 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 17:43:36,086 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 17:43:36,087 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 17:43:49,496 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 17:43:49,498 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 17:43:49,499 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 17:43:49,499 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 17:43:49,499 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 17:43:49,614 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 17:43:49,634 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 17:43:49,635 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 17:43:49,974 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 17:43:49,975 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 17:43:49,976 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 17:43:49,977 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 17:43:49,977 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 17:43:50,380 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 17:43:50,381 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 17:43:50,382 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 17:43:54,502 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that cisplatin has serious kidney problems... | |
| 2025-10-06 17:43:57,368 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 17:43:59,683 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-06 17:44:00,822 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 17:44:00,822 - AgenticMedicalRAG - INFO - Skipping validation: insufficient context | |
| 2025-10-06 17:44:00,826 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that cisplatin has serious kidney problems... | |
| 2025-10-06 20:21:21,837 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 20:21:23,693 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 20:21:23,693 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 20:21:23,694 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 20:21:23,694 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 20:21:23,694 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 20:21:23,694 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 20:21:23,699 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 20:21:42,056 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 20:21:42,057 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 20:21:42,058 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 20:21:42,059 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 20:21:42,059 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 20:21:42,231 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 20:21:42,256 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 20:21:42,257 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 20:21:42,622 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 20:21:42,623 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 20:21:42,623 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 20:21:42,624 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 20:21:42,624 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 20:21:43,111 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 20:21:43,111 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 20:21:43,113 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 20:22:04,377 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-06 20:22:09,733 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-06 20:23:49,445 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 20:23:50,770 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 20:23:50,770 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 20:23:50,771 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 20:23:50,771 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 20:23:50,771 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 20:23:50,772 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 20:23:50,773 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 20:24:03,943 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 20:24:03,944 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 20:24:03,944 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 20:24:03,944 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 20:24:03,944 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 20:24:04,036 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 20:24:04,053 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 20:24:04,055 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 20:24:04,351 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 20:24:04,351 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 20:24:04,353 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 20:24:04,354 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 20:24:04,354 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 20:24:04,706 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 20:24:04,707 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 20:24:04,708 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 20:25:47,904 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-06 20:25:49,148 - AgenticMedicalRAG - INFO - Agentic Medical Guidelines Assistant starting... | |
| 2025-10-06 20:25:49,148 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization of components... | |
| 2025-10-06 20:25:49,148 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-06 20:25:49,150 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-06 20:25:49,150 - AgenticMedicalRAG - INFO - Starting Gradio interface... | |
| 2025-10-06 20:25:49,150 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-06 20:25:49,152 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-06 20:26:02,844 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-06 20:26:02,845 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-06 20:26:02,847 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-06 20:26:02,847 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-06 20:26:02,847 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-06 20:26:02,934 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-06 20:26:02,958 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-06 20:26:02,958 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-06 20:26:03,360 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-06 20:26:03,361 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-06 20:26:03,361 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-06 20:26:03,362 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-06 20:26:03,362 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-06 20:26:03,798 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-06 20:26:03,799 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-06 20:26:03,799 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-06 20:26:08,758 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the recommended first-line treatment for a... | |
| 2025-10-06 20:26:20,881 - AgenticMedicalRAG - INFO - Performing automatic validation for streaming response... | |
| 2025-10-06 20:26:20,922 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-06 20:26:20,923 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-06 20:26:21,802 - AgenticMedicalRAG - INFO - Starting validation for interaction 4 | |
| 2025-10-06 20:26:28,649 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 4 | |
| 2025-10-06 20:26:30,776 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-06 20:26:30,778 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 4 | |
| 2025-10-06 20:26:36,348 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the recommended first-line treatment for a... | |
| 2025-10-09 18:18:12,151 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-09 18:18:14,230 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-09 18:18:14,231 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-09 18:18:14,232 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-09 18:18:14,233 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-09 18:18:37,093 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-09 18:18:37,094 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-09 18:18:37,095 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-09 18:18:37,096 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-09 18:18:37,096 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-09 18:18:37,318 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-09 18:18:37,369 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-09 18:18:37,370 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-09 18:18:37,831 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-09 18:18:37,832 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-09 18:18:37,832 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-09 18:18:37,833 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-09 18:18:37,834 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-09 18:18:38,491 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-09 18:18:38,492 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-09 18:18:38,493 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-09 18:21:19,426 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): How does consolidation therapy with durvalumab imp... | |
| 2025-10-09 18:21:32,307 - AgenticMedicalRAG - INFO - Successfully processed user input: How does consolidation therapy with durvalumab imp... | |
| 2025-10-09 18:21:32,308 - AgenticMedicalRAG - INFO - Performing automatic validation... | |
| 2025-10-09 18:21:32,355 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-09 18:21:32,355 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-09 18:21:33,079 - AgenticMedicalRAG - INFO - Starting validation for interaction 8 | |
| 2025-10-09 18:21:40,998 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 8 | |
| 2025-10-09 18:21:43,940 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-09 18:21:43,942 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 8 | |
| 2025-10-09 18:28:15,416 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-09 18:28:19,280 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-09 18:28:20,578 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 02:09:02,056 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:14:41,928 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:28:08,651 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:28:09,720 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:28:09,721 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:28:09,721 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:28:09,722 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:28:28,023 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 02:28:28,024 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 02:28:28,025 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 02:28:28,026 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 02:28:28,026 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 02:28:28,175 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 02:28:28,202 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 02:28:28,202 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 02:28:28,462 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 02:28:28,462 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 02:28:28,463 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 02:28:28,464 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 02:28:28,464 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 02:28:29,009 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 02:28:29,009 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 02:28:29,010 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 02:28:44,918 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-11 02:28:53,037 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-11 02:28:53,038 - AgenticMedicalRAG - INFO - Performing automatic validation... | |
| 2025-10-11 02:28:53,073 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-11 02:28:53,074 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-11 02:28:53,674 - AgenticMedicalRAG - INFO - Starting validation for interaction 9 | |
| 2025-10-11 02:29:01,732 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 9 | |
| 2025-10-11 02:29:04,117 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-11 02:29:04,119 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 9 | |
| 2025-10-11 02:31:36,593 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:31:49,474 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:31:50,210 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:31:50,216 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:31:50,217 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:31:50,218 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:33:35,327 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:01,172 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:05,338 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:05,339 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:05,340 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:05,340 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:35:14,932 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:15,896 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:15,897 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:15,898 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:15,899 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:35:25,027 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:25,876 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:25,878 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:25,878 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:25,878 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:35:35,371 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:35,387 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:36,157 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:36,158 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:36,158 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:36,158 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:35:44,205 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:44,227 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:44,988 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:44,990 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:44,990 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:44,991 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:35:52,736 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:52,751 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:35:53,477 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:35:53,479 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:35:53,479 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:35:53,479 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:36:07,384 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 02:36:07,385 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 02:36:07,385 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 02:36:07,387 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 02:36:07,387 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 02:36:07,815 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 02:36:07,829 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 02:36:07,829 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 02:36:08,082 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 02:36:08,083 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 02:36:08,083 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 02:36:08,083 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 02:36:08,083 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 02:36:09,261 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 02:36:09,262 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 02:36:09,262 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 02:38:18,468 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:38:18,488 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:38:19,354 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:38:19,355 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:38:19,356 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:38:19,356 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:38:25,791 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 02:38:25,791 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 02:38:25,791 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 02:38:25,793 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 02:38:25,793 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 02:38:25,877 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 02:38:25,893 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 02:38:25,893 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 02:38:26,272 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 02:38:26,274 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 02:38:26,274 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 02:38:26,274 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 02:38:26,275 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 02:38:27,189 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 02:38:27,189 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 02:38:27,190 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 02:44:55,723 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:44:55,745 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 02:44:58,299 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 02:44:58,299 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 02:44:58,300 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 02:44:58,300 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 02:45:12,707 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 02:45:12,707 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 02:45:12,708 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 02:45:12,709 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 02:45:12,709 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 02:45:13,106 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 02:45:13,127 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 02:45:13,128 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 02:45:13,364 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 02:45:13,365 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 02:45:13,365 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 02:45:13,365 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 02:45:13,365 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 02:45:14,368 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 02:45:14,368 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 02:45:14,368 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 02:46:43,529 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-11 02:46:43,530 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 02:46:43,530 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 02:46:45,550 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 02:46:45,550 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 02:46:45,595 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 02:46:46,017 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 02:46:46,017 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 02:46:46,427 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 02:46:46,428 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 02:46:52,141 - AgenticMedicalRAG - INFO - Successfully processed user input: What is the role of durvalumab in stage III NSCLC ... | |
| 2025-10-11 02:46:52,141 - AgenticMedicalRAG - INFO - Performing automatic validation... | |
| 2025-10-11 02:46:53,106 - AgenticMedicalRAG - INFO - Medical answer validator initialized successfully | |
| 2025-10-11 02:46:53,106 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-11 02:46:54,092 - AgenticMedicalRAG - INFO - Starting validation for interaction 10 | |
| 2025-10-11 02:47:04,166 - AgenticMedicalRAG - INFO - Assigned unique interaction ID: 10 | |
| 2025-10-11 02:47:06,949 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/evaluation_results.json to GitHub | |
| 2025-10-11 02:47:06,950 - AgenticMedicalRAG - INFO - Evaluation saved to GitHub with ID: 10 | |
| 2025-10-11 02:47:14,726 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 02:47:16,145 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-11 02:47:18,099 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 02:47:18,944 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 03:08:18,657 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 03:08:18,686 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 03:08:19,913 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 03:08:19,914 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 03:08:19,914 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 03:08:19,915 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 03:08:28,775 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 03:08:28,775 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 03:08:28,776 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 03:08:28,778 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 03:08:28,778 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 03:08:28,841 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 03:08:28,855 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 03:08:28,856 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 03:08:29,173 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 03:08:29,174 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 03:08:29,174 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 03:08:29,174 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 03:08:29,175 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 03:08:30,124 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 03:08:30,124 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 03:08:30,125 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 03:08:58,104 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 03:08:58,104 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 03:08:58,105 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 03:08:59,966 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-11 03:09:01,856 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 03:09:03,075 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 03:17:32,067 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 03:17:32,086 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 03:17:32,800 - AgenticMedicalRAG - INFO - 🚀 Starting background initialization... | |
| 2025-10-11 03:17:32,801 - AgenticMedicalRAG - INFO - 🔄 Background Init: Starting background initialization... (0%) | |
| 2025-10-11 03:17:32,802 - AgenticMedicalRAG - INFO - 🔄 Background Init: Loading embedding model... (10%) | |
| 2025-10-11 03:17:32,802 - AgenticMedicalRAG - INFO - Loading embedding model (first time)... | |
| 2025-10-11 03:17:39,488 - AgenticMedicalRAG - INFO - Embedding model loaded successfully | |
| 2025-10-11 03:17:39,488 - AgenticMedicalRAG - INFO - 🔄 Background Init: Embedding model loaded successfully (40%) | |
| 2025-10-11 03:17:39,489 - AgenticMedicalRAG - INFO - 🔄 Background Init: Initializing retrievers and loading chunks... (50%) | |
| 2025-10-11 03:17:39,490 - AgenticMedicalRAG - INFO - 🔄 Initializing retrievers (first time use)... | |
| 2025-10-11 03:17:39,490 - AgenticMedicalRAG - INFO - 🔄 Processing new data and updating vector store if needed... | |
| 2025-10-11 03:17:39,591 - AgenticMedicalRAG - INFO - 📦 Loading chunks cache for BM25 retriever... | |
| 2025-10-11 03:17:39,618 - AgenticMedicalRAG - INFO - 🔍 Creating vector retriever... | |
| 2025-10-11 03:17:39,618 - AgenticMedicalRAG - INFO - 📝 Creating BM25 retriever... | |
| 2025-10-11 03:17:40,108 - AgenticMedicalRAG - INFO - 🔄 Creating hybrid retriever... | |
| 2025-10-11 03:17:40,108 - AgenticMedicalRAG - INFO - ✅ Retrievers initialized successfully. | |
| 2025-10-11 03:17:40,108 - AgenticMedicalRAG - INFO - 🔄 Background Init: Retrievers initialized successfully (90%) | |
| 2025-10-11 03:17:40,108 - AgenticMedicalRAG - INFO - 🔄 Background Init: Warming up LLM... (95%) | |
| 2025-10-11 03:17:40,109 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 03:17:41,494 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 03:17:41,494 - AgenticMedicalRAG - INFO - 🔄 Background Init: All components initialized successfully (100%) | |
| 2025-10-11 03:17:41,495 - AgenticMedicalRAG - INFO - ✅ Background initialization completed successfully | |
| 2025-10-11 00:36:26,189 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:36:26,189 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:36:48,003 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:36:48,003 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:37:16,374 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:37:16,375 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:41:11,107 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 00:50:24,570 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 04:26:41,002 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 09:48:32,554 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 09:51:20,372 - AgenticMedicalRAG - INFO - Configuration validation completed | |
| 2025-10-11 09:56:42,170 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 09:56:42,170 - AgenticMedicalRAG - INFO - Initializing LLM (first time)... | |
| 2025-10-11 09:56:43,618 - AgenticMedicalRAG - INFO - LLM initialized successfully | |
| 2025-10-11 09:56:49,346 - AgenticMedicalRAG - INFO - GitHub storage initialized for MoazEldsouky/cloud-data-store | |
| 2025-10-11 09:56:51,485 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 09:56:53,147 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:06:17,157 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:06:21,851 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 10:06:23,502 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:31:03,423 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:31:07,847 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 10:31:09,423 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:51:36,134 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:52:02,453 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 10:52:04,066 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:56:32,523 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 10:56:36,573 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 10:56:37,885 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |
| 2025-10-11 11:05:26,633 - AgenticMedicalRAG - INFO - Processing user input (attempt 1): i found that Afinitor has these side effects fever... | |
| 2025-10-11 11:05:32,331 - AgenticMedicalRAG - INFO - Successfully uploaded medical_data/side_effects_reports.csv to GitHub | |
| 2025-10-11 11:05:33,836 - AgenticMedicalRAG - INFO - Successfully processed user input: i found that Afinitor has these side effects fever... | |