Spaces:
Running
on
Zero
Running
on
Zero
File size: 1,853 Bytes
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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.Column():
with gr.Row():
slider_chunk_size = gr.Slider(minimum=256, maximum=1024, value=256, label="Chunk Size", elem_id='slider1')
with gr.Row():
slider_overlap_percentage = gr.Slider(minimum=256, maximum=1024, value=256, label="Chunk Overlap Percentage", elem_id='slider2')
with gr.Column():
with gr.Row():
slider_temp = gr.Slider(minimum=256, maximum=1024, value=256, label="Model Temperature", elem_id='slider3')
with gr.Row():
slider_k = gr.Slider(minimum=256, maximum=1024, value=256, label="Max Chunks in Context", elem_id='slider2')
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"], elem_id='upload_pdf')
return demo, chat_history, show_img, text_input, submit_button, uploaded_pdf, slider_chunk_size,slider_overlap_percentage,slider_temp,slider_k
if __name__ == '__main__':
demo, chatbot, show_img, text_input, submit_button, uploaded_pdf, slider_chunk_size,slider_overlap_percentage,slider_temp,slider_k = create_demo()
demo.queue()
demo.launch()
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