openrag/warm_up_docling.py
2025-09-18 16:27:01 -04:00

26 lines
822 B
Python

import logging
import os
import sys
repo_root = os.path.dirname(__file__)
src_path = os.path.join(repo_root, "src")
if src_path not in sys.path:
sys.path.insert(0, src_path)
from utils.document_processing import create_document_converter
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
logger.info("Warming up docling models")
try:
# Use the sample document to warm up docling
test_file = "/app/warmup_ocr.pdf"
logger.info(f"Using test file to warm up docling: {test_file}")
converter = create_document_converter()
converter.convert(test_file)
logger.info("Docling models warmed up successfully")
except Exception as e:
logger.info(f"Docling warm-up completed with exception: {str(e)}")
# This is expected - we just want to trigger the model downloads