fix: refact logic

app/api/v1/endpoints/image.py

@@ -28,24 +28,15 @@ async def process_image_ocr(
        - Otherwise: use PaddleOCR-VL with formula prompt
     4. Convert output to LaTeX, Markdown, and MathML formats
     """
-    try:
-        # 1. Load and preprocess image
-        image = image_processor.preprocess(
-            image_url=request.image_url,
-            image_base64=request.image_base64,
-        )
-    except ValueError as e:
-        raise HTTPException(status_code=400, detail=str(e))
 
-    try:
-        # 2. Detect layout
-        layout_info = layout_detector.detect(image)
-    except RuntimeError as e:
-        raise HTTPException(status_code=500, detail=f"Layout detection failed: {e}")
+    image = image_processor.preprocess(
+        image_url=request.image_url,
+        image_base64=request.image_base64,
+    )
 
     try:
         # 3. Perform OCR based on layout
-        ocr_result = ocr_service.recognize(image, layout_info)
+        ocr_result = ocr_service.recognize(image)
     except RuntimeError as e:
         raise HTTPException(status_code=503, detail=str(e))
 
@@ -54,6 +45,4 @@ async def process_image_ocr(
         latex=ocr_result.get("latex", ""),
         markdown=ocr_result.get("markdown", ""),
         mathml=ocr_result.get("mathml", ""),
-        layout_info=layout_info,
-        recognition_mode=ocr_result.get("recognition_mode", ""),
     )