Auto commit at 08-2025-08 23:15:46

Dockerfile

@@ -39,8 +39,13 @@ COPY . .
 # 필요한 디렉토리 생성
 RUN mkdir -p /app/data /app/logs /app/models /app/uploads /app/vector_stores /app/temp /app/cache/transformers /app/cache/huggingface
 
-# 권한 설정
+# 권한 설정 - 캐시 디렉토리에 쓰기 권한 부여
 RUN chmod +x /app/*.py
+RUN chmod -R 777 /app/cache
+RUN chmod -R 777 /app/data
+RUN chmod -R 777 /app/logs
+RUN chmod -R 777 /app/uploads
+RUN chmod -R 777 /app/temp
 
 # Hugging Face 캐시 디렉토리 환경 변수 설정
 ENV TRANSFORMERS_CACHE=/app/cache/transformers

lily_llm_api/app_v2.py

@@ -1778,8 +1778,8 @@ async def delete_latex_document(user_id: str, document_id: str):
 #     """LaTeX-OCR + FAISS 시스템 초기화"""
 #     global latex_ocr_faiss_simple, latex_ocr_faiss_integrated
 #     try:
-        # latex_ocr_faiss_simple = LatexOCRFAISSSimple()
-        # latex_ocr_faiss_integrated = LatexOCRFAISSIntegrated()
+#         latex_ocr_faiss_simple = LatexOCRFAISSSimple()
+#         latex_ocr_faiss_integrated = LatexOCRFAISSIntegrated()
 #         logger.info("✅ LaTeX-OCR + FAISS 시스템 초기화 완료")
 #     except Exception as e:
 #         logger.error(f"❌ LaTeX-OCR + FAISS 시스템 초기화 실패: {e}")
@@ -1801,18 +1801,26 @@ async def process_pdf_with_latex_faiss(
             content = await file.read()
             f.write(content)
         
-        # 시스템 선택
-        if system_type == "simple":
-            if not latex_ocr_faiss_simple:
-                init_latex_ocr_faiss_systems()
-            system = latex_ocr_faiss_simple
-        else:
-            if not latex_ocr_faiss_integrated:
-                init_latex_ocr_faiss_systems()
-            system = latex_ocr_faiss_integrated
+        # 시스템 선택 (주석 처리됨 - 삭제된 모듈)
+        # if system_type == "simple":
+        #     if not latex_ocr_faiss_simple:
+        #         init_latex_ocr_faiss_systems()
+        #     system = latex_ocr_faiss_simple
+        # else:
+        #     if not latex_ocr_faiss_integrated:
+        #         init_latex_ocr_faiss_systems()
+        #     system = latex_ocr_faiss_integrated
+        
+        # 임시 처리 - 기능 비활성화
+        return DocumentUploadResponse(
+            success=False,
+            document_id="",
+            message="LaTeX-OCR + FAISS 기능이 현재 비활성화되어 있습니다",
+            error="삭제된 모듈로 인해 기능이 비활성화됨"
+        )
         
-        # PDF 처리
-        result = system.process_pdf_with_latex(str(file_path), user_id)
+        # PDF 처리 (주석 처리됨)
+        # result = system.process_pdf_with_latex(str(file_path), user_id)
         
         if result["success"]:
             return DocumentUploadResponse(
@@ -1849,18 +1857,29 @@ async def search_latex_formulas(
 ):
     """저장된 LaTeX 수식 검색"""
     try:
-        # 시스템 선택
-        if system_type == "simple":
-            if not latex_ocr_faiss_simple:
-                init_latex_ocr_faiss_systems()
-            system = latex_ocr_faiss_simple
-        else:
-            if not latex_ocr_faiss_integrated:
-                init_latex_ocr_faiss_systems()
-            system = latex_ocr_faiss_integrated
+        # 시스템 선택 (주석 처리됨 - 삭제된 모듈)
+        # if system_type == "simple":
+        #     if not latex_ocr_faiss_simple:
+        #         init_latex_ocr_faiss_systems()
+        #     system = latex_ocr_faiss_simple
+        # else:
+        #     if not latex_ocr_faiss_integrated:
+        #         init_latex_ocr_faiss_systems()
+        #     system = latex_ocr_faiss_integrated
+        
+        # 임시 처리 - 기능 비활성화
+        return RAGResponse(
+            success=False,
+            response="LaTeX-OCR + FAISS 검색 기능이 현재 비활성화되어 있습니다",
+            context="",
+            sources=[],
+            search_results=0,
+            processing_time=0.0,
+            error="삭제된 모듈로 인해 기능이 비활성화됨"
+        )
         
-        # 수식 검색
-        search_result = system.search_formulas(query, user_id, document_path, k)
+        # 수식 검색 (주석 처리됨)
+        # search_result = system.search_formulas(query, user_id, document_path, k)
         
         if search_result["success"]:
             # 검색 결과를 응답 형식으로 변환
@@ -1905,13 +1924,20 @@ async def search_latex_formulas(
 async def get_latex_ocr_faiss_status():
     """LaTeX-OCR + FAISS 시스템 상태 확인"""
     try:
-        simple_status = latex_ocr_faiss_simple is not None
-        integrated_status = latex_ocr_faiss_integrated is not None
+        # 주석 처리됨 - 삭제된 모듈
+        # simple_status = latex_ocr_faiss_simple is not None
+        # integrated_status = latex_ocr_faiss_integrated is not None
+        # return {
+        #     "simple_system_initialized": simple_status,
+        #     "integrated_system_initialized": integrated_status,
+        #     "status": "ready" if (simple_status or integrated_status) else "not_initialized"
+        # }
         
         return {
-            "simple_system_initialized": simple_status,
-            "integrated_system_initialized": integrated_status,
-            "status": "ready" if (simple_status or integrated_status) else "not_initialized"
+            "simple_system_initialized": False,
+            "integrated_system_initialized": False,
+            "status": "disabled",
+            "message": "LaTeX-OCR + FAISS 기능이 현재 비활성화되어 있습니다"
         }
     except Exception as e:
         logger.error(f"상태 확인 오류: {e}")