Upload 2 files

handler.py

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+from typing import Dict, Any, List
+import os
+
+current_dir = os.getcwd()
+os.environ['HF_HOME'] = os.path.join(current_dir)
+
+from marker.convert import convert_single_pdf
+from marker.logger import configure_logging
+from marker.models import load_all_models
+from marker.output import save_markdown
+from io import BytesIO
+class EndpointHandler:
+    def __init__(self, path=""):
+        # Initialize the OCR model 
+        self.models = load_all_models()
+        self.file_location = "input/temp.pdf"
+        os.makedirs("input", exist_ok=True)
+
+    def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
+        """
+        data args:
+            max_pages (:obj: int): The maximum number of pages to process.
+            file (:obj: UploadFile): The uploaded PDF file.
+        Return:
+            A list of dictionaries containing the extracted text.
+        """
+        # Get inputs
+        self.upload_file(data['file'])
+        pdf_path = self.file_location
+        max_pages = data.get("max_pages", None)
+
+        # Perform OCR on the input PDF
+        extracted_text, _, _ = convert_single_pdf(pdf_path, self.models, max_pages=max_pages, langs=["vi"])
+        # Return the extracted text
+        return [{"extracted_text": extracted_text}]
+
+    def upload_file(self, file: BytesIO, max_pages: int = None):
+        with open(self.file_location, "wb") as f:
+            f.write(file.read())
+        return True

requirements.txt

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+marker-pdf==0.3.10
+Pillow
+torchvision
+transformers