Spaces:
Sleeping
Sleeping
File size: 7,008 Bytes
5d3b777 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 |
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():
js_enable_darkmode = """() =>
{
document.querySelector('body').classList.add('dark');
}"""
js_toggle_darkmode = """() =>
{
if (document.querySelectorAll('.dark').length) {
document.querySelector('body').classList.remove('dark');
} else {
document.querySelector('body').classList.add('dark');
}
}"""
with gr.Blocks(
title=app_config.title, theme=app_config.theme, css=app_config.css
) as app:
# enable darkmode
app.load(fn=None, inputs=None, outputs=None, _js=js_enable_darkmode)
with gr.Row():
darkmode_checkbox = gr.Checkbox(
label="Dark Mode", value=True, interactive=True
)
# toggle darkmode on/off when checkbox is checked/unchecked
darkmode_checkbox.change(
None, None, None, _js=js_toggle_darkmode, 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>
Visit the [project's repo](https://github.com/sssingh/pic-to-story)
<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,
0.6,
],
[
"assets/examples/teacher-school.jpg",
"Surrealism",
"Non-linear",
100,
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()
|