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OCRAgent

Defined in the ocr_agent module.
A specialized agent for OCR (Optical Character Recognition). Extracts text from documents (PDFs) and images using AI models. Supported Providers:
  • Mistral: mistral/mistral-ocr-latest

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Constructor

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name
Optional
No description available.
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instructions
Optional
No description available.
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llm
Optional
No description available.
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model
Optional
No description available.
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base_url
Optional
No description available.
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api_key
Optional
No description available.
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ocr
Optional
No description available.
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verbose
Union
default:"True"
No description available.

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Methods

console()

Lazily initialize Rich Console.

litellm()

Lazy load litellm module when needed.

extract()

Extract text from a document or image.

aextract()

Async version of extract().

read()

Quick OCR - extract and return markdown text.

aread()

Async version of read().

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Usage

from praisonaiagents import OCRAgent
    
    agent = OCRAgent(llm="mistral/mistral-ocr-latest")
    
    # Extract from PDF URL
    result = agent.extract("https://example.com/document.pdf")
    print(result.text)
    
    # Extract from image URL
    result = agent.extract("https://example.com/image.png")
    for page in result.pages:
        print(page.markdown)