Spaces:
Sleeping
Sleeping
Daniel Jarvis
commited on
Commit
·
83ab419
1
Parent(s):
f4a907c
app.py rename
Browse files
app.py
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| 1 |
+
import gradio as gr
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| 2 |
+
import time
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| 3 |
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import random
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| 4 |
+
from PIL import Image, ImageDraw, ImageFont
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import io
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import base64
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+
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| 8 |
+
class ImageGeneratorBot:
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def __init__(self):
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| 10 |
+
self.conversation_history = []
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| 11 |
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self.current_images = {}
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| 12 |
+
self.job_counter = 0
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| 13 |
+
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| 14 |
+
def generate_mock_image(self, prompt, width=512, height=512, seed=None):
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| 15 |
+
"""Generate a mock image with the prompt text overlay"""
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| 16 |
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if seed:
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| 17 |
+
random.seed(seed)
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| 18 |
+
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| 19 |
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# Create a random colored background
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colors = [(255, 200, 200), (200, 255, 200), (200, 200, 255),
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| 21 |
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(255, 255, 200), (255, 200, 255), (200, 255, 255)]
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| 22 |
+
bg_color = random.choice(colors)
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| 23 |
+
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| 24 |
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img = Image.new('RGB', (width, height), bg_color)
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draw = ImageDraw.Draw(img)
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+
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| 27 |
+
# Add some random shapes
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| 28 |
+
for _ in range(5):
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x1, y1 = random.randint(0, width//2), random.randint(0, height//2)
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| 30 |
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x2, y2 = random.randint(width//2, width), random.randint(height//2, height)
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| 31 |
+
shape_color = tuple(random.randint(100, 255) for _ in range(3))
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| 32 |
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draw.rectangle([x1, y1, x2, y2], fill=shape_color, outline=(0,0,0))
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| 33 |
+
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| 34 |
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# Add prompt text
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| 35 |
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try:
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| 36 |
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font = ImageFont.load_default()
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| 37 |
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except:
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| 38 |
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font = None
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| 39 |
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| 40 |
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# Wrap text
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| 41 |
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words = prompt.split()
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| 42 |
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lines = []
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| 43 |
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current_line = []
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| 44 |
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for word in words:
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| 45 |
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current_line.append(word)
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| 46 |
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if len(' '.join(current_line)) > 30:
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| 47 |
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lines.append(' '.join(current_line[:-1]))
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| 48 |
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current_line = [word]
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| 49 |
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if current_line:
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| 50 |
+
lines.append(' '.join(current_line))
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| 51 |
+
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| 52 |
+
y_offset = height // 2 - len(lines) * 10
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| 53 |
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for line in lines:
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| 54 |
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bbox = draw.textbbox((0, 0), line, font=font)
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| 55 |
+
text_width = bbox[2] - bbox[0]
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| 56 |
+
x_offset = (width - text_width) // 2
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| 57 |
+
draw.text((x_offset, y_offset), line, fill=(0, 0, 0), font=font)
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| 58 |
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y_offset += 20
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| 59 |
+
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| 60 |
+
return img
|
| 61 |
+
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| 62 |
+
def process_prompt(self, prompt, chat_history):
|
| 63 |
+
"""Process the user prompt and generate images"""
|
| 64 |
+
if not prompt.strip():
|
| 65 |
+
return chat_history, "", gr.update(visible=False)
|
| 66 |
+
|
| 67 |
+
self.job_counter += 1
|
| 68 |
+
job_id = f"job_{self.job_counter}"
|
| 69 |
+
|
| 70 |
+
# Add user message to chat
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| 71 |
+
chat_history.append([prompt, None])
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| 72 |
+
|
| 73 |
+
# Simulate processing time
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| 74 |
+
processing_msg = f"🎨 Generating images for: '{prompt}'\n⏳ Processing..."
|
| 75 |
+
chat_history.append([None, processing_msg])
|
| 76 |
+
|
| 77 |
+
# Generate 4 mock images
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| 78 |
+
images = []
|
| 79 |
+
for i in range(4):
|
| 80 |
+
img = self.generate_mock_image(prompt, seed=hash(prompt + str(i)))
|
| 81 |
+
images.append(img)
|
| 82 |
+
|
| 83 |
+
# Store images for upscaling/variations
|
| 84 |
+
self.current_images[job_id] = {
|
| 85 |
+
'prompt': prompt,
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| 86 |
+
'images': images,
|
| 87 |
+
'original_prompt': prompt
|
| 88 |
+
}
|
| 89 |
+
|
| 90 |
+
# Create response with images
|
| 91 |
+
response_html = self.create_image_response(job_id, prompt, images)
|
| 92 |
+
chat_history[-1] = [None, response_html]
|
| 93 |
+
|
| 94 |
+
return chat_history, "", gr.update(visible=True)
|
| 95 |
+
|
| 96 |
+
def create_image_response(self, job_id, prompt, images):
|
| 97 |
+
"""Create HTML response with images in a grid"""
|
| 98 |
+
html = f"""
|
| 99 |
+
<div style="border: 1px solid #ddd; padding: 15px; border-radius: 10px; background: #f9f9f9;">
|
| 100 |
+
<h4 style="margin-top: 0; color: #333;">✅ Generated Images</h4>
|
| 101 |
+
<p style="margin: 5px 0; color: #666;"><strong>Prompt:</strong> {prompt}</p>
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| 102 |
+
<p style="margin: 5px 0 15px 0; color: #666;"><strong>Job ID:</strong> {job_id}</p>
|
| 103 |
+
<div style="display: grid; grid-template-columns: 1fr 1fr; gap: 10px; max-width: 400px;">
|
| 104 |
+
"""
|
| 105 |
+
|
| 106 |
+
for i, img in enumerate(images):
|
| 107 |
+
# Convert PIL image to base64 for HTML display
|
| 108 |
+
buffered = io.BytesIO()
|
| 109 |
+
img.save(buffered, format="PNG")
|
| 110 |
+
img_str = base64.b64encode(buffered.getvalue()).decode()
|
| 111 |
+
|
| 112 |
+
html += f"""
|
| 113 |
+
<div style="text-align: center;">
|
| 114 |
+
<img src="data:image/png;base64,{img_str}"
|
| 115 |
+
style="width: 100%; border-radius: 5px; border: 2px solid #ddd;">
|
| 116 |
+
<div style="margin-top: 5px; font-size: 12px; color: #666;">Image {i+1}</div>
|
| 117 |
+
</div>
|
| 118 |
+
"""
|
| 119 |
+
|
| 120 |
+
html += """
|
| 121 |
+
</div>
|
| 122 |
+
<p style="margin: 15px 0 5px 0; color: #666; font-size: 14px;">
|
| 123 |
+
Use the buttons below to upscale (U) or create variations (V) of specific images.
|
| 124 |
+
</p>
|
| 125 |
+
</div>
|
| 126 |
+
"""
|
| 127 |
+
|
| 128 |
+
return html
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
|
| 132 |
+
def upscale_image(self, job_id, image_index, chat_history):
|
| 133 |
+
"""Upscale a specific image"""
|
| 134 |
+
if job_id not in self.current_images:
|
| 135 |
+
return chat_history
|
| 136 |
+
|
| 137 |
+
original_data = self.current_images[job_id]
|
| 138 |
+
original_img = original_data['images'][image_index]
|
| 139 |
+
prompt = original_data['prompt']
|
| 140 |
+
|
| 141 |
+
# Generate upscaled version (2x size)
|
| 142 |
+
upscaled_img = self.generate_mock_image(
|
| 143 |
+
f"{prompt} (Upscaled)",
|
| 144 |
+
width=1024,
|
| 145 |
+
height=1024,
|
| 146 |
+
seed=hash(prompt + str(image_index) + "upscale")
|
| 147 |
+
)
|
| 148 |
+
|
| 149 |
+
# Create response
|
| 150 |
+
buffered = io.BytesIO()
|
| 151 |
+
upscaled_img.save(buffered, format="PNG")
|
| 152 |
+
img_str = base64.b64encode(buffered.getvalue()).decode()
|
| 153 |
+
|
| 154 |
+
response_html = f"""
|
| 155 |
+
<div style="border: 1px solid #ddd; padding: 15px; border-radius: 10px; background: #f0f8ff;">
|
| 156 |
+
<h4 style="margin-top: 0; color: #333;">🔍 Upscaled Image {image_index + 1}</h4>
|
| 157 |
+
<p style="margin: 5px 0; color: #666;"><strong>Original Prompt:</strong> {prompt}</p>
|
| 158 |
+
<div style="text-align: center; margin: 15px 0;">
|
| 159 |
+
<img src="data:image/png;base64,{img_str}"
|
| 160 |
+
style="max-width: 100%; border-radius: 5px; border: 2px solid #4CAF50;">
|
| 161 |
+
</div>
|
| 162 |
+
<p style="margin: 10px 0 5px 0; color: #666; font-size: 14px;">
|
| 163 |
+
✨ Image upscaled to higher resolution!
|
| 164 |
+
</p>
|
| 165 |
+
</div>
|
| 166 |
+
"""
|
| 167 |
+
|
| 168 |
+
chat_history.append([None, response_html])
|
| 169 |
+
return chat_history
|
| 170 |
+
|
| 171 |
+
def create_variation(self, job_id, image_index, chat_history):
|
| 172 |
+
"""Create variations of a specific image"""
|
| 173 |
+
if job_id not in self.current_images:
|
| 174 |
+
return chat_history
|
| 175 |
+
|
| 176 |
+
original_data = self.current_images[job_id]
|
| 177 |
+
prompt = original_data['prompt']
|
| 178 |
+
|
| 179 |
+
# Generate 4 variations
|
| 180 |
+
variation_images = []
|
| 181 |
+
for i in range(4):
|
| 182 |
+
var_img = self.generate_mock_image(
|
| 183 |
+
f"{prompt} (Variation)",
|
| 184 |
+
seed=hash(prompt + str(image_index) + "variation" + str(i))
|
| 185 |
+
)
|
| 186 |
+
variation_images.append(var_img)
|
| 187 |
+
|
| 188 |
+
# Store variations
|
| 189 |
+
new_job_id = f"job_{self.job_counter}_var_{image_index + 1}"
|
| 190 |
+
self.current_images[new_job_id] = {
|
| 191 |
+
'prompt': f"{prompt} (Variations of Image {image_index + 1})",
|
| 192 |
+
'images': variation_images,
|
| 193 |
+
'original_prompt': prompt
|
| 194 |
+
}
|
| 195 |
+
|
| 196 |
+
# Create response
|
| 197 |
+
response_html = self.create_image_response(
|
| 198 |
+
new_job_id,
|
| 199 |
+
f"{prompt} (Variations of Image {image_index + 1})",
|
| 200 |
+
variation_images
|
| 201 |
+
)
|
| 202 |
+
|
| 203 |
+
chat_history.append([None, response_html])
|
| 204 |
+
return chat_history
|
| 205 |
+
|
| 206 |
+
# Initialize the bot
|
| 207 |
+
bot = ImageGeneratorBot()
|
| 208 |
+
|
| 209 |
+
# Create the Gradio interface
|
| 210 |
+
with gr.Blocks(title="AI Image Generator Chat", theme=gr.themes.Soft()) as demo:
|
| 211 |
+
gr.Markdown("""
|
| 212 |
+
# 🎨 AI Image Generator Chat
|
| 213 |
+
### Midjourney-style interface for image generation
|
| 214 |
+
|
| 215 |
+
Enter your prompt below and get 4 generated images. Use the U buttons to upscale specific images,
|
| 216 |
+
or V buttons to create variations of specific images.
|
| 217 |
+
""")
|
| 218 |
+
|
| 219 |
+
with gr.Row():
|
| 220 |
+
with gr.Column(scale=4):
|
| 221 |
+
chatbot = gr.Chatbot(
|
| 222 |
+
height=500,
|
| 223 |
+
show_label=False,
|
| 224 |
+
container=True,
|
| 225 |
+
bubble_full_width=False
|
| 226 |
+
)
|
| 227 |
+
|
| 228 |
+
with gr.Row():
|
| 229 |
+
prompt_input = gr.Textbox(
|
| 230 |
+
placeholder="Enter your image prompt (e.g., 'a cat wearing a space suit on Mars --ar 16:9')",
|
| 231 |
+
show_label=False,
|
| 232 |
+
scale=4
|
| 233 |
+
)
|
| 234 |
+
generate_btn = gr.Button("Generate", variant="primary")
|
| 235 |
+
|
| 236 |
+
action_buttons_container = gr.Column(visible=False)
|
| 237 |
+
with action_buttons_container:
|
| 238 |
+
gr.Markdown("### 🔧 Image Actions")
|
| 239 |
+
gr.Markdown("**Upscale (U):** Get higher resolution version")
|
| 240 |
+
upscale_row = gr.Row()
|
| 241 |
+
with upscale_row:
|
| 242 |
+
u1_btn = gr.Button("U1", size="sm")
|
| 243 |
+
u2_btn = gr.Button("U2", size="sm")
|
| 244 |
+
u3_btn = gr.Button("U3", size="sm")
|
| 245 |
+
u4_btn = gr.Button("U4", size="sm")
|
| 246 |
+
|
| 247 |
+
gr.Markdown("**Variations (V):** Generate variations of specific image")
|
| 248 |
+
variation_row = gr.Row()
|
| 249 |
+
with variation_row:
|
| 250 |
+
v1_btn = gr.Button("V1", size="sm", variant="secondary")
|
| 251 |
+
v2_btn = gr.Button("V2", size="sm", variant="secondary")
|
| 252 |
+
v3_btn = gr.Button("V3", size="sm", variant="secondary")
|
| 253 |
+
v4_btn = gr.Button("V4", size="sm", variant="secondary")
|
| 254 |
+
|
| 255 |
+
with gr.Column(scale=1):
|
| 256 |
+
gr.Markdown("""
|
| 257 |
+
### 💡 Tips
|
| 258 |
+
- Be descriptive in your prompts
|
| 259 |
+
- Use aspect ratios like `--ar 16:9`
|
| 260 |
+
- Try artistic styles: "in the style of..."
|
| 261 |
+
- Add quality modifiers: "--quality high"
|
| 262 |
+
|
| 263 |
+
### 🎯 Example Prompts
|
| 264 |
+
- "a magical forest with glowing mushrooms"
|
| 265 |
+
- "cyberpunk city at night --ar 16:9"
|
| 266 |
+
- "portrait of a wise owl wearing glasses"
|
| 267 |
+
- "abstract art with vibrant colors"
|
| 268 |
+
""")
|
| 269 |
+
|
| 270 |
+
current_job_id = gr.State(None)
|
| 271 |
+
|
| 272 |
+
# Event handlers
|
| 273 |
+
def handle_generate(prompt, history):
|
| 274 |
+
result = bot.process_prompt(prompt, history)
|
| 275 |
+
# Extract job_id from the last response to store in state
|
| 276 |
+
if bot.current_images:
|
| 277 |
+
latest_job = list(bot.current_images.keys())[-1]
|
| 278 |
+
return result + (latest_job,)
|
| 279 |
+
return result + (None,)
|
| 280 |
+
|
| 281 |
+
def handle_upscale(job_id, image_idx, history):
|
| 282 |
+
if job_id:
|
| 283 |
+
return bot.upscale_image(job_id, image_idx, history)
|
| 284 |
+
return history
|
| 285 |
+
|
| 286 |
+
def handle_variation(job_id, image_idx, history):
|
| 287 |
+
if job_id:
|
| 288 |
+
new_history = bot.create_variation(job_id, image_idx, history)
|
| 289 |
+
# Update job_id to the new variation job
|
| 290 |
+
if bot.current_images:
|
| 291 |
+
new_job_id = list(bot.current_images.keys())[-1]
|
| 292 |
+
return new_history, new_job_id
|
| 293 |
+
return history, job_id
|
| 294 |
+
|
| 295 |
+
# Connect events
|
| 296 |
+
generate_btn.click(
|
| 297 |
+
handle_generate,
|
| 298 |
+
inputs=[prompt_input, chatbot],
|
| 299 |
+
outputs=[chatbot, prompt_input, action_buttons_container, current_job_id]
|
| 300 |
+
)
|
| 301 |
+
|
| 302 |
+
prompt_input.submit(
|
| 303 |
+
handle_generate,
|
| 304 |
+
inputs=[prompt_input, chatbot],
|
| 305 |
+
outputs=[chatbot, prompt_input, action_buttons_container, current_job_id]
|
| 306 |
+
)
|
| 307 |
+
|
| 308 |
+
# Upscale button events
|
| 309 |
+
u1_btn.click(lambda job_id, hist: handle_upscale(job_id, 0, hist), [current_job_id, chatbot], [chatbot])
|
| 310 |
+
u2_btn.click(lambda job_id, hist: handle_upscale(job_id, 1, hist), [current_job_id, chatbot], [chatbot])
|
| 311 |
+
u3_btn.click(lambda job_id, hist: handle_upscale(job_id, 2, hist), [current_job_id, chatbot], [chatbot])
|
| 312 |
+
u4_btn.click(lambda job_id, hist: handle_upscale(job_id, 3, hist), [current_job_id, chatbot], [chatbot])
|
| 313 |
+
|
| 314 |
+
# Variation button events
|
| 315 |
+
v1_btn.click(lambda job_id, hist: handle_variation(job_id, 0, hist), [current_job_id, chatbot], [chatbot, current_job_id])
|
| 316 |
+
v2_btn.click(lambda job_id, hist: handle_variation(job_id, 1, hist), [current_job_id, chatbot], [chatbot, current_job_id])
|
| 317 |
+
v3_btn.click(lambda job_id, hist: handle_variation(job_id, 2, hist), [current_job_id, chatbot], [chatbot, current_job_id])
|
| 318 |
+
v4_btn.click(lambda job_id, hist: handle_variation(job_id, 3, hist), [current_job_id, chatbot], [chatbot, current_job_id])
|
| 319 |
+
|
| 320 |
+
if __name__ == "__main__":
|
| 321 |
+
demo.launch()
|