2025-03-29 23:17:05,934 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3 2025-03-29 23:17:05,934 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:17:05,934 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:17:05,934 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3\documents 2025-03-29 23:17:05,934 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:17:05,934 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-03-29 23:17:07,025 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-03-29 23:17:07,025 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3\documents 2025-03-29 23:17:07,026 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:17:07,026 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3\documents' 2025-03-29 23:17:07,026 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data' 2025-03-29 23:17:07,849 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:17:07,851 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:17:12,304 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:17:12,304 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-03-29 23:17:12,305 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3\documents 2025-03-29 23:17:12,305 - AutoRAG - INFO - ���丮 ����: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:17:12,305 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-29 23:17:12,305 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:17:12,305 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-29 23:17:12,305 - AutoRAG - INFO - ó�� ��: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-29 23:17:12,305 - AutoRAG - INFO - docling���� ó�� �õ�: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-29 23:17:12,305 - AutoRAG - WARNING - �ñ׳� ���� ���� (������ ȯ���� �� ����): module 'signal' has no attribute 'SIGALRM' 2025-03-29 23:17:13,014 - docling.document_converter - INFO - Going to convert document batch... 2025-03-29 23:17:13,025 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-03-29 23:17:13,026 - docling.models.factories - INFO - Registered ocr engines: ['easyocr', 'ocrmac', 'rapidocr', 'tesserocr', 'tesseract'] 2025-03-29 23:17:13,150 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-29 23:17:15,247 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-29 23:17:16,731 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-29 23:17:17,206 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-03-29 23:17:17,207 - docling.models.factories - INFO - Registered picture descriptions: ['vlm', 'api'] 2025-03-29 23:17:17,207 - docling.pipeline.base_pipeline - INFO - Processing document RAG �Ʒÿ� Q.pdf 2025-03-29 23:17:18,062 - docling.document_converter - INFO - Finished converting document RAG �Ʒÿ� Q.pdf in 5.76 sec. 2025-03-29 23:17:18,110 - AutoRAG - INFO - ûũ ���� �Ϸ�: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-29 23:17:18,111 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 5.81�� 2025-03-29 23:17:18,111 - AutoRAG - INFO - �� ���� �ε��� ���� ��... 2025-03-29 23:17:18,111 - VectorStore - INFO - FAISS �ε��� ���� ��: 1�� ���� 2025-03-29 23:17:18,331 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-03-29 23:17:18,517 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-03-29 23:17:18,523 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-03-29 23:17:18,523 - VectorStore - INFO - FAISS �ε��� ���� �Ϸ� 2025-03-29 23:17:18,523 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:17:18,525 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:17:18,525 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:17:18,525 - RAGChain - INFO - RAGChain �ʱ�ȭ ����... 2025-03-29 23:17:18,525 - RAGChain - INFO - ����Ŀ ��� ����: True 2025-03-29 23:17:20,596 - sentence_transformers.cross_encoder.CrossEncoder - INFO - Use pytorch device: cuda 2025-03-29 23:17:20,800 - RAGChain - INFO - ����Ŀ �ʱ�ȭ ���� 2025-03-29 23:17:20,800 - RAGChain - INFO - Ollama �� �ʱ�ȭ: gemma3:latest 2025-03-29 23:17:20,810 - RAGChain - INFO - Ollama �� �ʱ�ȭ ���� 2025-03-29 23:17:20,810 - RAGChain - INFO - RAG ü�� ���� ����... 2025-03-29 23:17:20,810 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:17:20,810 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:17:20,810 - AutoRAG - INFO - ���� ó�� �Ϸ�! - ó���� ����: 1�� - ij�õ� ����: 0�� - �� ����: 0�� - ������Ʈ�� ����: 1�� - ������ ����: 0�� - �� ûũ ��: 1�� - ó�� �ð�: 8.51�� ���� ������ �غ� �Ǿ����ϴ�! 2025-03-29 23:17:20,810 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-03-29 23:20:20,300 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3 2025-03-29 23:20:20,300 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:20:20,300 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:20:20,300 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3\documents 2025-03-29 23:20:20,300 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:20:20,300 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-03-29 23:20:21,048 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-03-29 23:20:21,048 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3\documents 2025-03-29 23:20:21,048 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:20:21,048 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3\documents' 2025-03-29 23:20:21,048 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data' 2025-03-29 23:20:21,794 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:20:21,796 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:20:25,626 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:20:25,626 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-03-29 23:20:25,626 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3\documents 2025-03-29 23:20:25,627 - AutoRAG - INFO - ���丮 ����: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:20:25,627 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-29 23:20:25,627 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:20:25,627 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-29 23:20:25,627 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-29 23:20:25,627 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.00�� 2025-03-29 23:20:25,627 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-03-29 23:20:25,627 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:20:25,629 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-03-29 23:20:25,641 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-03-29 23:20:25,644 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-03-29 23:20:25,645 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:20:25,645 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-03-29 23:20:25,645 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:20:25,645 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:20:25,645 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:20:25,645 - RAGChain - INFO - RAGChain �ʱ�ȭ ����... 2025-03-29 23:20:25,645 - RAGChain - INFO - ����Ŀ ��� ����: True 2025-03-29 23:20:27,424 - sentence_transformers.cross_encoder.CrossEncoder - INFO - Use pytorch device: cuda 2025-03-29 23:20:27,622 - RAGChain - INFO - ����Ŀ �ʱ�ȭ ���� 2025-03-29 23:20:27,622 - RAGChain - INFO - Ollama �� �ʱ�ȭ: gemma3:latest 2025-03-29 23:20:27,623 - RAGChain - INFO - Ollama �� �ʱ�ȭ ���� 2025-03-29 23:20:27,623 - RAGChain - INFO - RAG ü�� ���� ����... 2025-03-29 23:20:27,623 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:20:27,623 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:20:27,624 - AutoRAG - INFO - ���� ó�� �Ϸ�! - ó���� ����: 1�� - ij�õ� ����: 1�� - �� ����: 0�� - ������Ʈ�� ����: 0�� - ������ ����: 0�� - �� ûũ ��: 1�� - ó�� �ð�: 2.00�� ���� ������ �غ� �Ǿ����ϴ�! 2025-03-29 23:20:27,624 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-03-29 23:20:29,758 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-03-29 23:20:30,349 - AutoRAG - ERROR - Gradio �� ���� �� ���� �߻�: 'AutoRAGChatApp' object has no attribute '_get_status_message' Traceback (most recent call last): File "C:\Users\USER\PycharmProjects\RagPipeline\RAG3\app.py", line 855, in launch_app value=self._get_status_message(), ^^^^^^^^^^^^^^^^^^^^^^^^ AttributeError: 'AutoRAGChatApp' object has no attribute '_get_status_message' 2025-03-29 23:20:31,087 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-03-29 23:22:28,187 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3 2025-03-29 23:22:28,188 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:22:28,188 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-29 23:22:28,188 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3\documents 2025-03-29 23:22:28,188 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:22:28,188 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-03-29 23:22:28,930 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-03-29 23:22:28,930 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3\documents 2025-03-29 23:22:28,930 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:22:28,931 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3\documents' 2025-03-29 23:22:28,931 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data' 2025-03-29 23:22:29,680 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:22:29,681 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:22:33,510 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-03-29 23:22:33,510 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-03-29 23:22:33,510 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3\documents 2025-03-29 23:22:33,510 - AutoRAG - INFO - ���丮 ����: ['RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:22:33,510 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-29 23:22:33,510 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-29 23:22:33,510 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-29 23:22:33,510 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-29 23:22:33,510 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.00�� 2025-03-29 23:22:33,510 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-03-29 23:22:33,510 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:22:33,512 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-03-29 23:22:33,523 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-03-29 23:22:33,526 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-03-29 23:22:33,532 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:22:33,532 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-03-29 23:22:33,532 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:22:33,533 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:22:33,533 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-29 23:22:33,533 - RAGChain - INFO - RAGChain �ʱ�ȭ ����... 2025-03-29 23:22:33,533 - RAGChain - INFO - ����Ŀ ��� ����: True 2025-03-29 23:22:35,580 - sentence_transformers.cross_encoder.CrossEncoder - INFO - Use pytorch device: cuda 2025-03-29 23:22:35,782 - RAGChain - INFO - ����Ŀ �ʱ�ȭ ���� 2025-03-29 23:22:35,782 - RAGChain - INFO - Ollama �� �ʱ�ȭ: gemma3:latest 2025-03-29 23:22:35,783 - RAGChain - INFO - Ollama �� �ʱ�ȭ ���� 2025-03-29 23:22:35,783 - RAGChain - INFO - RAG ü�� ���� ����... 2025-03-29 23:22:35,783 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:22:35,783 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:22:35,783 - AutoRAG - INFO - ���� ó�� �Ϸ�! - ó���� ����: 1�� - ij�õ� ����: 1�� - �� ����: 0�� - ������Ʈ�� ����: 0�� - ������ ����: 0�� - �� ûũ ��: 1�� - ó�� �ð�: 2.27�� ���� ������ �غ� �Ǿ����ϴ�! 2025-03-29 23:22:35,783 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-03-29 23:22:37,712 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-03-29 23:22:38,171 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-03-29 23:22:38,259 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" 2025-03-29 23:22:38,510 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-03-29 23:23:06,606 - AutoRAG - INFO - ���� ó�� ����: �ȳ�? 2025-03-29 23:23:06,606 - RAGChain - INFO - RAG ü�� ����: '�ȳ�?' 2025-03-29 23:23:06,616 - RAGChain - INFO - ���� �˻� ����: '�ȳ�?' 2025-03-29 23:23:06,616 - VectorStore - INFO - �˻� ���� ����: '�ȳ�?', ���� 5�� ��� ��û 2025-03-29 23:23:06,674 - VectorStore - INFO - �˻� �Ϸ�: 1�� ��� ã�� 2025-03-29 23:23:06,674 - RAGChain - INFO - ����ŷ ����: 1�� ���� 2025-03-29 23:23:06,992 - RAGChain - INFO - ����ŷ �Ϸ�: 1�� ���� ���õ� 2025-03-29 23:23:06,992 - RAGChain - INFO - ���ؽ�Ʈ ���� �Ϸ�: 1�� ����, 683 ���� 2025-03-29 23:23:13,887 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:23:13,887 - AutoRAG - INFO - ���� ó�� �Ϸ�: 7.28�� 2025-03-29 23:23:44,199 - AutoRAG - INFO - ���� ó�� ����: ���ѹα� ������? 2025-03-29 23:23:44,199 - RAGChain - INFO - RAG ü�� ����: '���ѹα� ������?' 2025-03-29 23:23:44,200 - RAGChain - INFO - ���� �˻� ����: '���ѹα� ������?' 2025-03-29 23:23:44,201 - VectorStore - INFO - �˻� ���� ����: '���ѹα� ������?', ���� 5�� ��� ��û 2025-03-29 23:23:44,237 - VectorStore - INFO - �˻� �Ϸ�: 1�� ��� ã�� 2025-03-29 23:23:44,238 - RAGChain - INFO - ����ŷ ����: 1�� ���� 2025-03-29 23:23:44,358 - RAGChain - INFO - ����ŷ �Ϸ�: 1�� ���� ���õ� 2025-03-29 23:23:44,358 - RAGChain - INFO - ���ؽ�Ʈ ���� �Ϸ�: 1�� ����, 683 ���� 2025-03-29 23:23:47,486 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:23:47,486 - AutoRAG - INFO - ���� ó�� �Ϸ�: 3.29�� 2025-03-29 23:24:29,670 - AutoRAG - INFO - ���� ó�� ����: �� ������? 2025-03-29 23:24:29,670 - RAGChain - INFO - RAG ü�� ����: '�� ������?' 2025-03-29 23:24:29,673 - RAGChain - INFO - ���� �˻� ����: '�� ������?' 2025-03-29 23:24:29,673 - VectorStore - INFO - �˻� ���� ����: '�� ������?', ���� 5�� ��� ��û 2025-03-29 23:24:29,707 - VectorStore - INFO - �˻� �Ϸ�: 1�� ��� ã�� 2025-03-29 23:24:29,708 - RAGChain - INFO - ����ŷ ����: 1�� ���� 2025-03-29 23:24:29,827 - RAGChain - INFO - ����ŷ �Ϸ�: 1�� ���� ���õ� 2025-03-29 23:24:29,827 - RAGChain - INFO - ���ؽ�Ʈ ���� �Ϸ�: 1�� ����, 683 ���� 2025-03-29 23:24:32,394 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-29 23:24:32,394 - AutoRAG - INFO - ���� ó�� �Ϸ�: 2.72�� 2025-03-30 00:09:22,627 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3 2025-03-30 00:09:22,627 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-30 00:09:22,627 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3\documents 2025-03-30 00:09:22,627 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3\documents 2025-03-30 00:09:22,627 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:09:22,628 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-03-30 00:09:23,685 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-03-30 00:09:23,685 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3\documents 2025-03-30 00:09:23,685 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:09:23,686 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3\documents' 2025-03-30 00:09:23,686 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data' 2025-03-30 00:09:24,553 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:09:24,560 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:09:28,468 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:09:28,473 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-03-30 00:09:28,473 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3\documents 2025-03-30 00:09:28,473 - AutoRAG - INFO - ���丮 ����: ['.gitkeep', 'RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:09:28,473 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-30 00:09:28,473 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:09:28,473 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-30 00:09:28,479 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-30 00:09:28,479 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.01�� 2025-03-30 00:09:28,479 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-03-30 00:09:28,479 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:09:28,480 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-03-30 00:09:28,625 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-03-30 00:09:28,630 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-03-30 00:09:28,635 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:09:28,636 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-03-30 00:09:28,636 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:09:28,636 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:09:28,636 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:09:28,636 - RAGChain - INFO - RAGChain �ʱ�ȭ ����... 2025-03-30 00:09:28,636 - RAGChain - INFO - ����Ŀ ��� ����: True 2025-03-30 00:09:30,453 - sentence_transformers.cross_encoder.CrossEncoder - INFO - Use pytorch device: cuda 2025-03-30 00:09:30,651 - RAGChain - INFO - ����Ŀ �ʱ�ȭ ���� 2025-03-30 00:09:30,652 - RAGChain - INFO - Ollama �� �ʱ�ȭ: gemma3:latest 2025-03-30 00:09:30,653 - RAGChain - INFO - Ollama �� �ʱ�ȭ ���� 2025-03-30 00:09:30,653 - RAGChain - INFO - RAG ü�� ���� ����... 2025-03-30 00:09:30,653 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-30 00:09:30,653 - RAGChain - INFO - RAG ü�� ���� �Ϸ� 2025-03-30 00:09:30,653 - AutoRAG - INFO - ���� ó�� �Ϸ�! - ó���� ����: 1�� - ij�õ� ����: 1�� - �� ����: 0�� - ������Ʈ�� ����: 0�� - ������ ����: 0�� - �� ûũ ��: 1�� - ó�� �ð�: 2.18�� ���� ������ �غ� �Ǿ����ϴ�! 2025-03-30 00:09:30,653 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-03-30 00:09:33,004 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-03-30 00:09:33,980 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-03-30 00:09:34,074 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" 2025-03-30 00:09:34,318 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-03-30 00:32:10,853 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3 2025-03-30 00:32:10,854 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:10,854 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:10,854 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:10,854 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\PycharmProjects\\RagPipeline\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:10,854 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-03-30 00:32:11,619 - AutoRAG - WARNING - RAG ü�� ����� �ε��� �� �����ϴ�. 2025-03-30 00:32:11,620 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-03-30 00:32:11,620 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:11,620 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:11,620 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents' 2025-03-30 00:32:11,620 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data' 2025-03-30 00:32:12,436 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:32:12,514 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:32:16,937 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-03-30 00:32:16,938 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-03-30 00:32:16,938 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:16,938 - AutoRAG - INFO - ���丮 ����: ['RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:16,938 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-30 00:32:16,938 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\PycharmProjects\\RagPipeline\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:16,938 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-30 00:32:16,938 - AutoRAG - INFO - ó�� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-30 00:32:16,938 - AutoRAG - INFO - docling���� ó�� �õ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-30 00:32:16,938 - AutoRAG - WARNING - �ñ׳� ���� ���� (������ ȯ���� �� ����): module 'signal' has no attribute 'SIGALRM' 2025-03-30 00:32:17,580 - docling.document_converter - INFO - Going to convert document batch... 2025-03-30 00:32:17,596 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-03-30 00:32:17,596 - docling.models.factories - INFO - Registered ocr engines: ['easyocr', 'ocrmac', 'rapidocr', 'tesserocr', 'tesseract'] 2025-03-30 00:32:17,693 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-30 00:32:19,673 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-30 00:32:20,999 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cuda:0' 2025-03-30 00:32:21,412 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-03-30 00:32:21,412 - docling.models.factories - INFO - Registered picture descriptions: ['vlm', 'api'] 2025-03-30 00:32:21,412 - docling.pipeline.base_pipeline - INFO - Processing document RAG �Ʒÿ� Q.pdf 2025-03-30 00:32:22,019 - docling.document_converter - INFO - Finished converting document RAG �Ʒÿ� Q.pdf in 5.08 sec. 2025-03-30 00:32:22,079 - AutoRAG - INFO - ûũ ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-30 00:32:22,079 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 5.14�� 2025-03-30 00:32:22,079 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-03-30 00:32:22,079 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:22,082 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-03-30 00:32:22,104 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-03-30 00:32:22,108 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-03-30 00:32:22,113 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:22,113 - AutoRAG - INFO - ���� �ε��� ������Ʈ ��... 2025-03-30 00:32:22,113 - VectorStore - INFO - 1�� ������ ���� ���� ���� �߰��մϴ� 2025-03-30 00:32:22,324 - VectorStore - INFO - 1�� ���� �߰� �Ϸ� 2025-03-30 00:32:22,324 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-03-30 00:32:22,324 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:22,325 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:22,325 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:22,325 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-03-30 00:32:24,654 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-03-30 00:32:24,990 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-03-30 00:32:25,035 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" 2025-03-30 00:32:25,293 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-03-30 00:32:45,649 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents 2025-03-30 00:32:45,649 - AutoRAG - INFO - ���丮 ����: ['RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:45,650 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf 2025-03-30 00:32:45,650 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\PycharmProjects\\RagPipeline\\RAG3\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-03-30 00:32:45,650 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-03-30 00:32:45,658 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-03-30 00:32:45,658 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.01�� 2025-03-30 00:32:45,658 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-03-30 00:32:45,658 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:45,666 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:45,666 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-03-30 00:32:45,666 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:45,667 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-03-30 00:32:45,667 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\PycharmProjects\RagPipeline\RAG3\cached_data\vector_index 2025-04-10 23:37:57,365 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\RAG3_voice 2025-04-10 23:37:57,365 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:37:57,365 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:37:57,366 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:37:57,366 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:37:57,366 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-04-10 23:37:57,366 - Config - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-10 23:38:04,670 - Config - INFO - DeepSeek API ���� ���� 2025-04-10 23:38:04,674 - AutoRAG - WARNING - RAG ü�� ����� �ε��� �� �����ϴ�: cannot import name 'RAGChain' from 'rag_chain' (C:\Users\USER\RAG3_voice\rag_chain.py) 2025-04-10 23:38:04,678 - AutoRAG - WARNING - �������� ���� RAG ����� �ε��� �� �����ϴ�: No module named 'offline_fallback_rag' 2025-04-10 23:38:04,678 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-04-10 23:38:04,679 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3_voice\documents 2025-04-10 23:38:04,679 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:38:04,679 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3_voice\documents' 2025-04-10 23:38:04,679 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\RAG3_voice\cached_data' 2025-04-10 23:38:05,611 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:38:05,823 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:38:09,891 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:38:09,891 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-04-10 23:38:09,891 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:38:09,891 - AutoRAG - INFO - ���丮 ����: ['.gitkeep', 'RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:38:09,891 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf 2025-04-10 23:38:09,891 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:38:09,891 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-04-10 23:38:09,891 - AutoRAG - INFO - ó�� ��: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf 2025-04-10 23:38:09,892 - AutoRAG - INFO - docling���� ó�� �õ�: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf 2025-04-10 23:38:09,892 - AutoRAG - WARNING - �ñ׳� ���� ���� (������ ȯ���� �� ����): module 'signal' has no attribute 'SIGALRM' 2025-04-10 23:38:09,911 - docling.document_converter - INFO - Going to convert document batch... 2025-04-10 23:38:09,911 - docling.document_converter - INFO - Initializing pipeline for StandardPdfPipeline with options hash 3d2abd0e021741887551c73bd132b421 2025-04-10 23:38:09,920 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-04-10 23:38:09,921 - docling.models.factories - INFO - Registered ocr engines: ['easyocr', 'ocrmac', 'rapidocr', 'tesserocr', 'tesseract'] 2025-04-10 23:38:09,951 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cpu' 2025-04-10 23:38:11,882 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cpu' 2025-04-10 23:38:12,840 - docling.utils.accelerator_utils - INFO - Accelerator device: 'cpu' 2025-04-10 23:38:13,366 - docling.models.factories.base_factory - INFO - Loading plugin 'docling_defaults' 2025-04-10 23:38:13,367 - docling.models.factories - INFO - Registered picture descriptions: ['vlm', 'api'] 2025-04-10 23:38:13,367 - docling.pipeline.base_pipeline - INFO - Processing document RAG �Ʒÿ� Q.pdf 2025-04-10 23:38:14,803 - docling.document_converter - INFO - Finished converting document RAG �Ʒÿ� Q.pdf in 4.92 sec. 2025-04-10 23:38:14,825 - AutoRAG - INFO - ûũ ���� �Ϸ�: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-04-10 23:38:14,825 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 4.93�� 2025-04-10 23:38:14,825 - AutoRAG - INFO - �� ���� �ε��� ���� ��... 2025-04-10 23:38:14,826 - VectorStore - INFO - FAISS �ε��� ���� ��: 1�� ���� 2025-04-10 23:38:15,340 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-04-10 23:38:15,355 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-04-10 23:38:15,359 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-04-10 23:38:15,359 - VectorStore - INFO - FAISS �ε��� ���� �Ϸ� 2025-04-10 23:38:15,359 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:38:15,360 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:38:15,360 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:38:15,360 - AutoRAG - INFO - �⺻ RAG Chain�� ����� �� ���� ��ü ������ �õ��մϴ�... 2025-04-10 23:38:15,360 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ... 2025-04-10 23:38:15,360 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ: deepseek-chat 2025-04-10 23:38:15,360 - DirectDeepSeek - INFO - DirectDeepSeekClient �ʱ�ȭ: ��=deepseek-chat, ��������Ʈ=https://api.deepseek.com/v1/chat/completions 2025-04-10 23:38:15,360 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ ���� 2025-04-10 23:38:15,361 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ �Ϸ� 2025-04-10 23:38:15,361 - AutoRAG - INFO - ���� RAG ü�� �ʱ�ȭ ���� 2025-04-10 23:38:15,361 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-04-10 23:38:16,336 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-04-10 23:38:16,681 - DeepSeekUtils - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-10 23:38:17,260 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-04-10 23:38:20,420 - DeepSeekUtils - INFO - DeepSeek API ���� ���� 2025-04-10 23:38:20,534 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-04-10 23:38:20,545 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" 2025-04-10 23:44:10,873 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\RAG3_voice 2025-04-10 23:44:10,873 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:44:10,874 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:44:10,874 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:44:10,874 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:44:10,875 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-04-10 23:44:10,875 - Config - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-10 23:44:17,355 - Config - INFO - DeepSeek API ���� ���� 2025-04-10 23:44:17,358 - AutoRAG - WARNING - RAG ü�� ����� �ε��� �� �����ϴ�: cannot import name 'RAGChain' from 'rag_chain' (C:\Users\USER\RAG3_voice\rag_chain.py) 2025-04-10 23:44:17,363 - AutoRAG - WARNING - �������� ���� RAG ����� �ε��� �� �����ϴ�: No module named 'offline_fallback_rag' 2025-04-10 23:44:17,363 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-04-10 23:44:17,364 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3_voice\documents 2025-04-10 23:44:17,364 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:44:17,365 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3_voice\documents' 2025-04-10 23:44:17,366 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\RAG3_voice\cached_data' 2025-04-10 23:44:18,213 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:44:18,460 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:44:23,069 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-04-10 23:44:23,070 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-04-10 23:44:23,070 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3_voice\documents 2025-04-10 23:44:23,070 - AutoRAG - INFO - ���丮 ����: ['.gitkeep', 'RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:44:23,070 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf 2025-04-10 23:44:23,070 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-10 23:44:23,070 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-04-10 23:44:23,070 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-04-10 23:44:23,071 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.00�� 2025-04-10 23:44:23,071 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-04-10 23:44:23,071 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:44:23,072 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-04-10 23:44:23,083 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-04-10 23:44:23,085 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-04-10 23:44:23,086 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:44:23,086 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-04-10 23:44:23,086 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:44:23,087 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:44:23,087 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-10 23:44:23,087 - AutoRAG - INFO - �⺻ RAG Chain�� ����� �� ���� ��ü ������ �õ��մϴ�... 2025-04-10 23:44:23,087 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ... 2025-04-10 23:44:23,087 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ: deepseek-chat 2025-04-10 23:44:23,087 - DirectDeepSeek - INFO - DirectDeepSeekClient �ʱ�ȭ: ��=deepseek-chat, ��������Ʈ=https://api.deepseek.com/v1/chat/completions 2025-04-10 23:44:23,087 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ ���� 2025-04-10 23:44:23,087 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ �Ϸ� 2025-04-10 23:44:23,087 - AutoRAG - INFO - ���� RAG ü�� �ʱ�ȭ ���� 2025-04-10 23:44:23,087 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-04-10 23:44:23,988 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-04-10 23:44:24,635 - DeepSeekUtils - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-10 23:44:25,196 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-04-10 23:44:28,870 - DeepSeekUtils - INFO - DeepSeek API ���� ���� 2025-04-10 23:44:29,004 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-04-10 23:44:29,016 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK" 2025-04-11 00:59:57,522 - AutoRAG - INFO - ���� �۾� ���丮: C:\Users\USER\RAG3_voice 2025-04-11 00:59:57,523 - AutoRAG - INFO - ������ PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-11 00:59:57,523 - AutoRAG - INFO - ���� ��η� ��ȯ�� PDF ���丮: C:\Users\USER\RAG3_voice\documents 2025-04-11 00:59:57,523 - AutoRAG - INFO - PDF ���丮�� �����մϴ�: C:\Users\USER\RAG3_voice\documents 2025-04-11 00:59:57,524 - AutoRAG - INFO - ���丮 �� PDF ���� ���: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-11 00:59:57,524 - AutoRAG - INFO - ���ø����̼� ���� ���� ��... 2025-04-11 00:59:57,524 - Config - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-11 01:00:01,647 - Config - INFO - DeepSeek API ���� ���� 2025-04-11 01:00:01,661 - AutoRAG - WARNING - RAG ü�� ����� �ε��� �� �����ϴ�: cannot import name 'RAGChain' from 'rag_chain' (C:\Users\USER\RAG3_voice\rag_chain.py) 2025-04-11 01:00:01,666 - AutoRAG - WARNING - �������� ���� RAG ����� �ε��� �� �����ϴ�: No module named 'offline_fallback_rag' 2025-04-11 01:00:01,667 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ ���� 2025-04-11 01:00:01,668 - AutoRAG - INFO - ������ PDF ���丮 (���� ���): C:\Users\USER\RAG3_voice\documents 2025-04-11 01:00:01,668 - AutoRAG - INFO - PDF ���丮���� 1���� PDF ������ ã�ҽ��ϴ�: ['RAG �Ʒÿ� Q.pdf'] 2025-04-11 01:00:01,669 - AutoRAG - INFO - PDF ���� ���丮: 'C:\Users\USER\RAG3_voice\documents' 2025-04-11 01:00:01,669 - AutoRAG - INFO - ij�� ���丮: 'C:\Users\USER\RAG3_voice\cached_data' 2025-04-11 01:00:02,471 - VectorStore - INFO - �Ӻ��� �� �ε� ��: Alibaba-NLP/gte-multilingual-base 2025-04-11 01:00:02,744 - sentence_transformers.SentenceTransformer - INFO - Load pretrained SentenceTransformer: Alibaba-NLP/gte-multilingual-base 2025-04-11 01:00:07,061 - VectorStore - INFO - �Ӻ��� �� �ʱ�ȭ �Ϸ�: Alibaba-NLP/gte-multilingual-base 2025-04-11 01:00:07,061 - AutoRAG - INFO - ���� �ڵ� �ε� �� ó�� ����... 2025-04-11 01:00:07,061 - AutoRAG - INFO - PDF ���� �˻� ���: C:\Users\USER\RAG3_voice\documents 2025-04-11 01:00:07,061 - AutoRAG - INFO - ���丮 ����: ['.gitkeep', 'RAG �Ʒÿ� Q.pdf'] 2025-04-11 01:00:07,061 - AutoRAG - INFO - PDF ���� ã��: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf 2025-04-11 01:00:07,061 - AutoRAG - INFO - �߰ߵ� ��� PDF ����: ['C:\\Users\\USER\\RAG3_voice\\documents\\RAG �Ʒÿ� Q.pdf'] 2025-04-11 01:00:07,062 - AutoRAG - INFO - �߰ߵ� PDF ����: 1�� 2025-04-11 01:00:07,062 - AutoRAG - INFO - ûũ �ε� �Ϸ�: C:\Users\USER\RAG3_voice\documents\RAG �Ʒÿ� Q.pdf (1�� ûũ) 2025-04-11 01:00:07,062 - AutoRAG - INFO - ���� ó�� �Ϸ�: 1�� ûũ, 0.00�� 2025-04-11 01:00:07,062 - AutoRAG - INFO - ����� ���� �ε��� �ε� ��... 2025-04-11 01:00:07,062 - VectorStore - INFO - FAISS �ε��� �ε� ��: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-11 01:00:07,065 - faiss.loader - INFO - Loading faiss with AVX2 support. 2025-04-11 01:00:07,173 - faiss.loader - INFO - Successfully loaded faiss with AVX2 support. 2025-04-11 01:00:07,177 - faiss - INFO - Failed to load GPU Faiss: name 'GpuIndexIVFFlat' is not defined. Will not load constructor refs for GPU indexes. 2025-04-11 01:00:07,185 - VectorStore - INFO - FAISS �ε��� �ε� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-11 01:00:07,185 - AutoRAG - INFO - ���� �ε��� �ε� �Ϸ� 2025-04-11 01:00:07,186 - AutoRAG - INFO - ���� �ε��� ���� ��: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-11 01:00:07,187 - VectorStore - INFO - FAISS �ε��� ���� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-11 01:00:07,187 - AutoRAG - INFO - ���� �ε��� ���� �Ϸ�: C:\Users\USER\RAG3_voice\cached_data\vector_index 2025-04-11 01:00:07,187 - AutoRAG - INFO - �⺻ RAG Chain�� ����� �� ���� ��ü ������ �õ��մϴ�... 2025-04-11 01:00:07,188 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ... 2025-04-11 01:00:07,188 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ: deepseek-chat 2025-04-11 01:00:07,188 - DirectDeepSeek - INFO - DirectDeepSeekClient �ʱ�ȭ: ��=deepseek-chat, ��������Ʈ=https://api.deepseek.com/v1/chat/completions 2025-04-11 01:00:07,188 - FallbackRAGChain - INFO - DeepSeek �� ���� �ʱ�ȭ ���� 2025-04-11 01:00:07,189 - FallbackRAGChain - INFO - ���� RAG ü�� �ʱ�ȭ �Ϸ� 2025-04-11 01:00:07,189 - AutoRAG - INFO - ���� RAG ü�� �ʱ�ȭ ���� 2025-04-11 01:00:07,189 - AutoRAG - INFO - AutoRAGChatApp �ʱ�ȭ �Ϸ� 2025-04-11 01:00:08,133 - httpx - INFO - HTTP Request: GET https://api.gradio.app/gradio-messaging/en "HTTP/1.1 200 OK" 2025-04-11 01:00:09,395 - DeepSeekUtils - INFO - DeepSeek API ���� �׽�Ʈ ����: https://api.deepseek.com/v1/chat/completions, ��: deepseek-chat 2025-04-11 01:00:09,953 - httpx - INFO - HTTP Request: GET https://api.gradio.app/pkg-version "HTTP/1.1 200 OK" 2025-04-11 01:00:13,592 - DeepSeekUtils - INFO - DeepSeek API ���� ���� 2025-04-11 01:00:13,714 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/gradio_api/startup-events "HTTP/1.1 200 OK" 2025-04-11 01:00:13,789 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK"