subashdvorak commited on
Commit
c06f9a1
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1 Parent(s): 65c965b

Create app.py

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  1. app.py +36 -0
app.py ADDED
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+ import streamlit as st
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+ from groq import Groq
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+
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+ def extract_id_details(image_url):
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+ client = Groq()
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+ completion = client.chat.completions.create(
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+ model="llama-3.2-90b-vision-preview",
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+ messages=[
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+ {
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+ "role": "user",
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+ "content": [
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+ {"type": "text", "text": "List all the details from the provided image of an ID card."},
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+ {"type": "image_url", "image_url": {"url": image_url}}
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+ ]
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+ }
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+ ],
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+ temperature=0.2,
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+ max_completion_tokens=200,
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+ top_p=1,
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+ stream=False,
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+ stop=None,
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+ )
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+ return completion.choices[0].message.content
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+
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+ st.title("ID Card OCR Extractor")
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+
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+ image_url = st.text_input("Enter the image URL:")
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+
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+ if st.button("Extract Details"):
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+ if image_url:
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+ with st.spinner("Extracting details..."):
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+ details = extract_id_details(image_url)
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+ st.subheader("Extracted Details:")
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+ st.write(details)
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+ else:
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+ st.warning("Please enter a valid image URL.")