Create app.py
Browse files
app.py
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| 1 |
+
import gradio as gr
|
| 2 |
+
import os
|
| 3 |
+
import time
|
| 4 |
+
import uuid
|
| 5 |
+
import tempfile
|
| 6 |
+
from PIL import Image, ImageDraw, ImageFont
|
| 7 |
+
import base64
|
| 8 |
+
import mimetypes
|
| 9 |
+
from io import BytesIO
|
| 10 |
+
from google import genai
|
| 11 |
+
from google.genai import types
|
| 12 |
+
|
| 13 |
+
def generate(text, images, api_key, model="gemini-2.5-flash-image-preview"):
|
| 14 |
+
"""Generate image using Gemini API"""
|
| 15 |
+
# Initialize client using provided api_key (or fallback to env variable)
|
| 16 |
+
client = genai.Client(api_key=(api_key.strip() if api_key and api_key.strip() != ""
|
| 17 |
+
else os.environ.get("GEMINI_API_KEY")))
|
| 18 |
+
|
| 19 |
+
# Prepare contents with images first, then text
|
| 20 |
+
contents = images + [text]
|
| 21 |
+
|
| 22 |
+
response = client.models.generate_content(
|
| 23 |
+
model=model,
|
| 24 |
+
contents=contents,
|
| 25 |
+
)
|
| 26 |
+
|
| 27 |
+
text_response = ""
|
| 28 |
+
image_path = None
|
| 29 |
+
|
| 30 |
+
for part in response.candidates[0].content.parts:
|
| 31 |
+
if part.text is not None:
|
| 32 |
+
text_response += part.text + "\n"
|
| 33 |
+
elif part.inline_data is not None:
|
| 34 |
+
# Create a temporary file to store the generated image
|
| 35 |
+
with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp:
|
| 36 |
+
temp_path = tmp.name
|
| 37 |
+
generated_image = Image.open(BytesIO(part.inline_data.data))
|
| 38 |
+
generated_image.save(temp_path)
|
| 39 |
+
image_path = temp_path
|
| 40 |
+
print(f"Generated image saved to: {temp_path} with prompt: {text}")
|
| 41 |
+
|
| 42 |
+
return image_path, text_response
|
| 43 |
+
|
| 44 |
+
def print_like_dislike(x: gr.LikeData):
|
| 45 |
+
"""Handle like/dislike interactions"""
|
| 46 |
+
print(x.index, x.value, x.liked)
|
| 47 |
+
|
| 48 |
+
def add_message(history, message, api_key):
|
| 49 |
+
"""Add user message to chat history"""
|
| 50 |
+
# Handle file uploads
|
| 51 |
+
if message["files"]:
|
| 52 |
+
for file_path in message["files"]:
|
| 53 |
+
# Check if file_path is a string (direct path) or dict (with path key)
|
| 54 |
+
if isinstance(file_path, str):
|
| 55 |
+
history.append(((file_path,), None))
|
| 56 |
+
elif isinstance(file_path, dict) and "path" in file_path:
|
| 57 |
+
history.append(((file_path["path"],), None))
|
| 58 |
+
|
| 59 |
+
# Handle text message
|
| 60 |
+
if message["text"] is not None and message["text"].strip():
|
| 61 |
+
history.append((message["text"], None))
|
| 62 |
+
|
| 63 |
+
return history, gr.MultimodalTextbox(value=None, interactive=False, file_types=["image"])
|
| 64 |
+
|
| 65 |
+
def bot(history, api_key):
|
| 66 |
+
"""Bot response function that processes images and text"""
|
| 67 |
+
if not history:
|
| 68 |
+
return history
|
| 69 |
+
|
| 70 |
+
# Check if there are images in the history
|
| 71 |
+
images = []
|
| 72 |
+
uploaded_image_paths = []
|
| 73 |
+
for msg in history:
|
| 74 |
+
if isinstance(msg[0], tuple) and len(msg[0]) > 0:
|
| 75 |
+
# This is an image message
|
| 76 |
+
img_path = msg[0][0]
|
| 77 |
+
if os.path.exists(img_path):
|
| 78 |
+
try:
|
| 79 |
+
img = Image.open(img_path)
|
| 80 |
+
if img.mode == "RGBA":
|
| 81 |
+
img = img.convert("RGBA")
|
| 82 |
+
images.append(img)
|
| 83 |
+
uploaded_image_paths.append(img_path)
|
| 84 |
+
except Exception as e:
|
| 85 |
+
print(f"Error loading image {img_path}: {e}")
|
| 86 |
+
|
| 87 |
+
# Get the text prompt from the last text message
|
| 88 |
+
text_prompt = None
|
| 89 |
+
for msg in reversed(history):
|
| 90 |
+
if isinstance(msg[0], str):
|
| 91 |
+
text_prompt = msg[0]
|
| 92 |
+
break
|
| 93 |
+
|
| 94 |
+
if not images:
|
| 95 |
+
response = "**Please upload an image first!** I can help you edit images using Gemini AI."
|
| 96 |
+
history[-1][1] = ""
|
| 97 |
+
for character in response:
|
| 98 |
+
history[-1][1] += character
|
| 99 |
+
time.sleep(0.02)
|
| 100 |
+
yield history
|
| 101 |
+
return
|
| 102 |
+
|
| 103 |
+
if not text_prompt:
|
| 104 |
+
response = f"**I see {len(images)} image(s) uploaded!** Please provide a text prompt telling me what you'd like to do with the image(s)."
|
| 105 |
+
history[-1][1] = ""
|
| 106 |
+
for character in response:
|
| 107 |
+
history[-1][1] += character
|
| 108 |
+
time.sleep(0.02)
|
| 109 |
+
yield history
|
| 110 |
+
return
|
| 111 |
+
|
| 112 |
+
try:
|
| 113 |
+
# Generate image using Gemini
|
| 114 |
+
image_path, text_response = generate(text=text_prompt, images=images, api_key=api_key)
|
| 115 |
+
|
| 116 |
+
if image_path:
|
| 117 |
+
# Add the generated image to chat
|
| 118 |
+
history.append((None, (image_path,)))
|
| 119 |
+
yield history
|
| 120 |
+
|
| 121 |
+
# Add text response
|
| 122 |
+
response = f"**Image generated successfully!** Here's your edited image based on the prompt: '{text_prompt}'"
|
| 123 |
+
history.append((None, response))
|
| 124 |
+
yield history
|
| 125 |
+
else:
|
| 126 |
+
# Only text response
|
| 127 |
+
response = f"**Gemini Response:** {text_response}"
|
| 128 |
+
history[-1][1] = ""
|
| 129 |
+
for character in response:
|
| 130 |
+
history[-1][1] += character
|
| 131 |
+
time.sleep(0.02)
|
| 132 |
+
yield history
|
| 133 |
+
|
| 134 |
+
except Exception as e:
|
| 135 |
+
response = f"**Error:** {str(e)}"
|
| 136 |
+
history[-1][1] = ""
|
| 137 |
+
for character in response:
|
| 138 |
+
history[-1][1] += character
|
| 139 |
+
time.sleep(0.02)
|
| 140 |
+
yield history
|
| 141 |
+
|
| 142 |
+
# Create the Gradio interface
|
| 143 |
+
with gr.Blocks(css="""
|
| 144 |
+
.header-container {
|
| 145 |
+
text-align: center;
|
| 146 |
+
padding: 20px;
|
| 147 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 148 |
+
color: white;
|
| 149 |
+
border-radius: 10px;
|
| 150 |
+
margin-bottom: 20px;
|
| 151 |
+
}
|
| 152 |
+
.header-container img {
|
| 153 |
+
width: 50px;
|
| 154 |
+
height: 50px;
|
| 155 |
+
margin-bottom: 10px;
|
| 156 |
+
}
|
| 157 |
+
.header-container h1 {
|
| 158 |
+
margin: 10px 0;
|
| 159 |
+
font-size: 2.5em;
|
| 160 |
+
}
|
| 161 |
+
.header-container p {
|
| 162 |
+
margin: 5px 0;
|
| 163 |
+
font-size: 1.1em;
|
| 164 |
+
}
|
| 165 |
+
.header-container a {
|
| 166 |
+
color: #ffd700;
|
| 167 |
+
text-decoration: none;
|
| 168 |
+
}
|
| 169 |
+
.header-container a:hover {
|
| 170 |
+
text-decoration: underline;
|
| 171 |
+
}
|
| 172 |
+
.api-key-section {
|
| 173 |
+
background: #f8f9fa;
|
| 174 |
+
padding: 15px;
|
| 175 |
+
border-radius: 8px;
|
| 176 |
+
margin-bottom: 20px;
|
| 177 |
+
border: 1px solid #dee2e6;
|
| 178 |
+
}
|
| 179 |
+
.chat-container {
|
| 180 |
+
border: 1px solid #dee2e6;
|
| 181 |
+
border-radius: 10px;
|
| 182 |
+
padding: 20px;
|
| 183 |
+
background: white;
|
| 184 |
+
}
|
| 185 |
+
""") as demo:
|
| 186 |
+
|
| 187 |
+
# Custom HTML header
|
| 188 |
+
gr.HTML(
|
| 189 |
+
"""
|
| 190 |
+
<div class="header-container">
|
| 191 |
+
<div>
|
| 192 |
+
<img src="https://www.gstatic.com/lamda/images/gemini_favicon_f069958c85030456e93de685481c559f160ea06b.png" alt="Gemini logo">
|
| 193 |
+
</div>
|
| 194 |
+
<div>
|
| 195 |
+
<h1>Chat with Gemini Image Editor</h1>
|
| 196 |
+
<p>Upload images and chat with AI to edit them! |
|
| 197 |
+
<a href="https://aistudio.google.com/apikey">Get API Key</a> |
|
| 198 |
+
Powered by <a href="https://gradio.app/">Gradio</a>⚡️</p>
|
| 199 |
+
</div>
|
| 200 |
+
</div>
|
| 201 |
+
"""
|
| 202 |
+
)
|
| 203 |
+
|
| 204 |
+
# API Key configuration
|
| 205 |
+
with gr.Row():
|
| 206 |
+
with gr.Column(scale=1):
|
| 207 |
+
api_key_input = gr.Textbox(
|
| 208 |
+
lines=1,
|
| 209 |
+
placeholder="Enter your Gemini API Key",
|
| 210 |
+
label="Gemini API Key",
|
| 211 |
+
type="password",
|
| 212 |
+
elem_classes="api-key-section"
|
| 213 |
+
)
|
| 214 |
+
with gr.Column(scale=2):
|
| 215 |
+
gr.Markdown("""
|
| 216 |
+
**Instructions:**
|
| 217 |
+
- Upload one or more images using the file upload button
|
| 218 |
+
- Type your editing instructions in the chat
|
| 219 |
+
- The AI will process your images based on your text prompt
|
| 220 |
+
- You can upload multiple images at once and chat about them
|
| 221 |
+
- Supported formats: PNG, JPG, JPEG, WEBP
|
| 222 |
+
""")
|
| 223 |
+
|
| 224 |
+
# Chat interface
|
| 225 |
+
with gr.Row(elem_classes="chat-container"):
|
| 226 |
+
chatbot = gr.Chatbot(
|
| 227 |
+
[],
|
| 228 |
+
elem_id="chatbot",
|
| 229 |
+
bubble_full_width=False,
|
| 230 |
+
height=500,
|
| 231 |
+
show_label=False
|
| 232 |
+
)
|
| 233 |
+
|
| 234 |
+
# Chat input with file upload
|
| 235 |
+
chat_input = gr.MultimodalTextbox(
|
| 236 |
+
interactive=True,
|
| 237 |
+
file_types=["image"],
|
| 238 |
+
file_count="multiple",
|
| 239 |
+
placeholder="Upload one or more images and type your editing instructions...",
|
| 240 |
+
show_label=False
|
| 241 |
+
)
|
| 242 |
+
|
| 243 |
+
# Set up chat interactions
|
| 244 |
+
chat_msg = chat_input.submit(
|
| 245 |
+
add_message,
|
| 246 |
+
[chatbot, chat_input, api_key_input],
|
| 247 |
+
[chatbot, chat_input],
|
| 248 |
+
queue=False
|
| 249 |
+
).then(
|
| 250 |
+
bot,
|
| 251 |
+
[chatbot, api_key_input],
|
| 252 |
+
chatbot,
|
| 253 |
+
api_name="bot_response"
|
| 254 |
+
)
|
| 255 |
+
|
| 256 |
+
# Re-enable input after response
|
| 257 |
+
chat_msg.then(
|
| 258 |
+
lambda: gr.MultimodalTextbox(interactive=True),
|
| 259 |
+
None,
|
| 260 |
+
[chat_input],
|
| 261 |
+
queue=False
|
| 262 |
+
)
|
| 263 |
+
|
| 264 |
+
# Like/dislike functionality
|
| 265 |
+
chatbot.like(print_like_dislike, None, None)
|
| 266 |
+
|
| 267 |
+
# Examples section
|
| 268 |
+
gr.Markdown("## Try these examples")
|
| 269 |
+
gr.Markdown("""
|
| 270 |
+
1. Upload an image and type: "change text to 'HELLO WORLD'"
|
| 271 |
+
2. Upload an image and type: "remove the background"
|
| 272 |
+
3. Upload an image and type: "add sunglasses to the person"
|
| 273 |
+
4. Upload an image and type: "make it look like a painting"
|
| 274 |
+
5. Upload multiple images and type: "apply the same style to all images"
|
| 275 |
+
6. Upload multiple images and type: "create a collage of these images"
|
| 276 |
+
""")
|
| 277 |
+
|
| 278 |
+
# Launch the demo
|
| 279 |
+
demo.queue()
|
| 280 |
+
if __name__ == "__main__":
|
| 281 |
+
demo.launch(share=True)
|