DeepSeek OCR (VLLM)

Advanced OCR with batch processing for multi-page PDFs

What is DeepSeek OCR?

DeepSeek OCR provides optimized batch processing for multi-page PDFs, processing all pages in a single batch for better performance.

Usage

from upsonic.ocr import OCR
from upsonic.ocr.layer_1.engines import DeepSeekOCREngine
# Also available: from upsonic.ocr import DeepSeekOCREngine

# Create DeepSeek engine
engine = DeepSeekOCREngine(
    model_name="deepseek-ai/DeepSeek-OCR",
    temperature=0.0,
    max_tokens=8192
)

# Create OCR orchestrator
ocr = OCR(layer_1_ocr_engine=engine)

# Automatically uses batch processing for PDFs
result = ocr.process_file('multi_page_document.pdf')
print(f"Processed {result.page_count} pages")

Parameters

Parameter	Type	Default	Description
model_name	str	"deepseek-ai/DeepSeek-OCR"	DeepSeek model identifier
temperature	float	0.0	Sampling temperature for generation
max_tokens	int	8192	Maximum tokens per request

Features

• Batch Processing: Processes multiple PDF pages in a single batch
• High Accuracy: Leverages advanced language models for text extraction
• Multi-page Support: Optimized for multi-page document processing