> ## Documentation Index
> Fetch the complete documentation index at: https://docs.upsonic.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# DeepSeek OCR (Ollama)

> Simple and easy-to-use OCR powered by Ollama and DeepSeek model

## 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

```python theme={null}
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