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Update app.py
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app.py
CHANGED
@@ -37,7 +37,7 @@ def main():
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st.title("πΌ Lutece-Vision-Base Demo")
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st.markdown("Please keep in mind that inference might be slower since this Huggingface space is running on CPU only.")
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st.sidebar.image("sujetAI.svg", use_column_width=True)
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st.sidebar.markdown("---")
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st.sidebar.markdown("Sujet AI, a Paris-based AI startup, is on a noble mission to democratize investment opportunities by leveraging built-in models and cutting-edge technologies. Committed to open-sourcing its technology, Sujet AI aims to contribute to the research and development communities, ultimately serving the greater good of humanity.")
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@@ -47,30 +47,56 @@ def main():
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# Load model and processor
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model, processor = load_model_and_processor()
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if submit_button and question:
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with st.spinner("Generating answer..."):
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answer = generate_answer(model, processor, image, question)
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st.success(f"## π‘ {answer}")
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if __name__ == "__main__":
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main()
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st.title("πΌ Lutece-Vision-Base Demo")
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st.markdown("Please keep in mind that inference might be slower since this Huggingface space is running on CPU only.")
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# Sidebar with SujetAI watermark
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st.sidebar.image("sujetAI.svg", use_column_width=True)
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st.sidebar.markdown("---")
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st.sidebar.markdown("Sujet AI, a Paris-based AI startup, is on a noble mission to democratize investment opportunities by leveraging built-in models and cutting-edge technologies. Committed to open-sourcing its technology, Sujet AI aims to contribute to the research and development communities, ultimately serving the greater good of humanity.")
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# Load model and processor
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model, processor = load_model_and_processor()
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# Two-column layout
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col1, col2 = st.columns(2)
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with col1:
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st.subheader("π Financial Document")
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# Option to use example image or upload new one
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use_example = st.checkbox("Use example image", value=True)
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if use_example:
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image = Image.open("test_image.png").convert('RGB')
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st.image(image, caption="Example Document", use_column_width=True)
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else:
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uploaded_file = st.file_uploader("Upload a financial document", type=["png", "jpg", "jpeg"])
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if uploaded_file is not None:
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image = Image.open(uploaded_file).convert('RGB')
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st.image(image, caption="Uploaded Document", use_column_width=True)
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else:
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image = None
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with col2:
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st.subheader("β Ask a Question")
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# Predefined questions
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example_questions = [
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"What's the current expenses amount?",
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"When was this document produced?",
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"Who is this document addressed to?",
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"What is the amount that's circled?",
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"What's the project's identifier?"
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]
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selected_question = st.selectbox("Select a question or type your own:",
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[""] + example_questions,
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index=0)
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if selected_question:
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question = selected_question
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else:
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question = st.text_input("Type your question here:")
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submit_button = st.button("π Generate Answer")
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# Answer section
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if submit_button and question and image is not None:
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with st.spinner("Generating answer..."):
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answer = generate_answer(model, processor, image, question)
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st.success(f"## π‘ {answer}")
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elif submit_button and image is None:
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st.warning("Please upload an image or use the example image before asking a question.")
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elif submit_button and not question:
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st.warning("Please enter a question or select one from the examples.")
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if __name__ == "__main__":
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main()
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