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Update app.py
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app.py
CHANGED
@@ -4,33 +4,39 @@ import openai
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import gradio as gr
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import os
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# Load
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openai.api_key = os.getenv("OPENAI_API_KEY")
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def
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ui = gr.Interface(
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fn=
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inputs=gr.
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outputs="text",
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title="Receipt OCR & Data Extractor",
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description="Upload
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)
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if __name__ == "__main__":
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ui.launch()
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import gradio as gr
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import os
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# Load OpenAI API key
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openai.api_key = os.getenv("OPENAI_API_KEY")
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def extract_multiple_receipts(images):
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results = []
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for image in images:
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try:
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raw_text = pytesseract.image_to_string(image)
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{"role": "system", "content": "You extract structured data from receipts in JSON format with keys like 'Bank Name', 'Date', 'Items', 'Total', etc."},
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{"role": "user", "content": f"Convert the following receipt text to JSON:\n\n{raw_text}"}
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]
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)
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results.append(response['choices'][0]['message']['content'])
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except Exception as e:
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results.append(f"❌ Error processing image: {str(e)}")
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return "\n\n---\n\n".join(results)
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# Gradio UI for batch upload
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ui = gr.Interface(
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fn=extract_multiple_receipts,
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inputs=gr.File(file_types=["image"], label="Upload Receipt Images", file_count="multiple"),
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outputs="text",
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title="Receipt OCR & Data Extractor (Bulk Upload)",
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description="Upload up to 5 receipt images to extract structured JSON data."
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)
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if __name__ == "__main__":
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ui.launch()
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