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import gradio as gr
import model
from config import app_config
import mongo_utils as mongo
def clear():
return None, 50, 0.7, None, None
def create_interface():
with gr.Blocks(
title=app_config.title, theme=app_config.theme, css=app_config.css
) as app:
# Dark mode toggle functionality
with gr.Row():
darkmode_checkbox = gr.Checkbox(label="Dark Mode", value=False)
darkmode_checkbox.change(
None,
None,
None,
_js="""() => {
if (document.querySelectorAll('.dark').length) {
document.querySelector('body').classList.remove('dark');
} else {
document.querySelector('body').classList.add('dark');
}
}
""",
api_name=False,
)
with gr.Row():
with gr.Column():
gr.Markdown(
"""
# The Storyteller
**This app can craft captivating narratives from captivating images,
potentially surpassing even Shakespearean standards.
<br>
Select an `Image` that inspires a story, choose a `Story Genre`,
`Story Writing Style`, `Story Length (up to 200 words)`, and
adjust the `Creativity Index` to enhance its creative flair. Then
hit `Generate Story` button.
Alternatively, just select one the pre-configured `Examples`**
<br>
***Please exercise patience, as the models employed are extensive
and may require a few seconds to load. If you encounter an unrelated
story, it is likely still loading; wait a moment and try again.***
"""
)
with gr.Column():
max_count = gr.Textbox(
label="Max allowed OpenAI requests:",
value=app_config.openai_max_access_count,
)
curr_count = gr.Textbox(
label="Used up OpenAI requests:",
value=app_config.openai_curr_access_count,
)
available_count = gr.Textbox(
label="Available OpenAI requests:",
value=app_config.openai_max_access_count
- app_config.openai_curr_access_count,
)
with gr.Row():
with gr.Column():
image = gr.Image(
type="filepath",
)
with gr.Row():
with gr.Column():
genre = gr.Dropdown(
label="Story Genre: ",
value="Poetry",
choices=app_config.genre,
)
style = gr.Dropdown(
label="Story Writing Style:",
value="Cinematic",
choices=app_config.writing_style_list,
)
with gr.Column():
# Word Count Slider
word_count = gr.Slider(
label="Story Length (words):",
minimum=30,
maximum=200,
value=50,
step=10,
)
creativity = gr.Slider(
label="Creativity Index:",
minimum=0.3,
maximum=1.0,
value=0.7,
step=0.1,
)
with gr.Row():
submit_button = gr.Button(
value="Generate Story", elem_classes="orange-button"
)
clear_button = gr.ClearButton(elem_classes="gray-button")
with gr.Column():
story = gr.Textbox(
label="Story:",
placeholder="Generated story will appear here.",
lines=21,
)
with gr.Row():
with gr.Accordion("Expand for examples:", open=False):
gr.Examples(
examples=[
[
"assets/examples/cheetah-deer.jpg",
"Horror",
"Narrative",
80,
0.5,
],
[
"assets/examples/man-child-pet-dog.jpg",
"Fiction",
"Formal",
100,
0.6,
],
[
"assets/examples/man-child.jpeg",
"Children Literature",
"Symbolic",
120,
1.0,
],
[
"assets/examples/men-fighting.jpg",
"Comedy",
"Experimental",
60,
0.4,
],
[
"assets/examples/teacher-school.jpg",
"Surrealism",
"Non-linear",
80,
0.7,
],
],
fn=model.generate_story,
inputs=[image, genre, style, word_count, creativity],
outputs=[story, max_count, curr_count, available_count],
run_on_click=True,
)
submit_button.click(
fn=model.generate_story,
inputs=[image, genre, style, word_count, creativity],
outputs=[story, max_count, curr_count, available_count],
)
clear_button.click(
fn=clear, inputs=[], outputs=[image, word_count, creativity, story]
)
image.clear(fn=clear, inputs=[], outputs=[image, word_count, creativity, story])
return app
if __name__ == "__main__":
mongo.fetch_curr_access_count()
app = create_interface()
app.launch()
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