[BUG: Breaking] Import Error

Traceback (most recent call last):
  File "C:\Users\Webbies\Jupyter_Notebooks\Bank_Accounting_Agent\ocr_test.py", line 79, in <module>
    from surya.inference import SuryaInferenceManager
ModuleNotFoundError: No module named 'surya.inference'

import os
from PIL import Image
from pdf2image import convert_from_path
from markdownify import markdownify as md
from surya.inference import SuryaInferenceManager
from surya.layout import LayoutPredictor
from surya.recognition import RecognitionPredictor

def pdf_to_markdown(pdf_path):
    print("Initializing Surya Inference Manager...")
    # Initialize the core manager and predictors
    manager = SuryaInferenceManager()
    layout_predictor = LayoutPredictor(manager)
    recognition_predictor = RecognitionPredictor(manager)
    
    print(f"Converting PDF pages to images: {pdf_path}")
    pages = convert_from_path(pdf_path, dpi=150)
    
    markdown_content = []
    
    print("Starting OCR and layout processing...")
    for page_num, page_image in enumerate(pages):
        # 1. Predict layout to preserve proper reading order structure
        layout_results = layout_predictor([page_image])
        
        # 2. Run block-mode OCR using the detected layout
        ocr_results = recognition_predictor([page_image], layout_results)
        
        # 3. Extract blocks from the page result
        page_ocr = ocr_results[0] 
        
        markdown_content.append(f"<!-- START OF PAGE {page_num + 1} -->\n\n")
        
        # Blocks are returned pre-sorted in their correct reading order
        for block in page_ocr.blocks:
            # If the block doesn't contain text/HTML (e.g., a pure picture), skip it
            if block.skipped or not block.html:
                continue
                
            # Convert Surya's block HTML directly into Markdown format
            block_markdown = md(block.html, heading_style="ATX").strip()
            
            if block_markdown:
                markdown_content.append(block_markdown + "\n\n")
                
        markdown_content.append(f"<!-- END OF PAGE {page_num + 1} -->\n\n---\n\n")

    # Combine all pieces and print directly to the terminal
    final_markdown = "".join(markdown_content)
    
    print("\n--- RENDERED MARKDOWN OUTPUT ---\n")
    print(final_markdown)

if __name__ == "__main__":
    # Replace with your actual file paths
    INPUT_PDF = r"./Sample_Resources/Statements/INDUSIND_SMALL.pdf"
    
    if os.path.exists(INPUT_PDF):
        pdf_to_markdown(INPUT_PDF)
    else:
        print(f"Error: Could not find the file {INPUT_PDF}. Please update the path.")