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import gradio as gr
# Gradio application setup
def create_demo():
with gr.Blocks(title="RAG Chatbot Q&A", theme="Soft") as demo:
with gr.Column():
with gr.Row():
chat_history = gr.Chatbot(value=[], elem_id='chatbot', height=680)
show_img = gr.Image(label='Overview', height=680)
with gr.Row():
# Add sliders here
with gr.Column(scale=0.2): # Adjust scale as needed
slider1 = gr.Slider(minimum=0, maximum=100, value=50, label="Chunk Size")
slider2 = gr.Slider(minimum=-10, maximum=10, value=0, label="Chunk Overlap")
with gr.Row():
with gr.Column(scale=0.60):
text_input = gr.Textbox(
show_label=False,
placeholder="Type here to ask your PDF",
container=False)
with gr.Column(scale=0.20):
submit_button = gr.Button('Send')
with gr.Column(scale=0.20):
uploaded_pdf = gr.UploadButton("📁 Upload PDF", file_types=[".pdf"])
return demo, chat_history, show_img, text_input, submit_button, uploaded_pdf, slider1, slider2
if __name__ == '__main__':
demo, chatbot, show_img, text_input, submit_button, uploaded_pdf = create_demo()
demo.queue()
demo.launch()
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