DeepSeek OCR (Ollama)

What is DeepSeek OCR (Ollama)?

DeepSeek OCR with Ollama backend provides a simple, easy-to-use OCR solution that runs locally through Ollama. Perfect for users who want high-quality OCR without complex GPU setups.

Usage

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

# Create DeepSeek Ollama engine
engine = DeepSeekOllamaOCREngine(
    host="http://localhost:11434",
    model="deepseek-ocr:3b",
    rotation_fix=True
)

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

# Extract text from image or PDF
text = ocr.get_text('document.pdf')
print(text)

Parameters

Parameter	Type	Default	Description
`host`	str	`"http://localhost:11434"`	Ollama server host URL
`model`	str	`"deepseek-ocr:3b"`	Ollama model name to use
`prompt`	str	`"<image>\nFree OCR."`	OCR prompt template

Features

Simple Setup: Just install Ollama and pull the model
Local Processing: All processing happens on your machine
Multi-language Support: Supports 20+ languages including English, Chinese, Japanese, Korean

DeepSeek OCR (VLLM)

PaddleOCR

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FURTHER READINGS

DeepSeek OCR (Ollama)

What is DeepSeek OCR (Ollama)?

Usage

Parameters

Features

​What is DeepSeek OCR (Ollama)?

​Usage

​Parameters

​Features

What is DeepSeek OCR (Ollama)?

Usage

Parameters

Features