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import gradio as gr | |
import google.generativeai as genai | |
from PIL import Image | |
import io | |
import base64 | |
# Mapping styles to instructions | |
STYLE_INSTRUCTIONS = { | |
"General": ( | |
"Describe this design as a single, cohesive, and concise prompt suitable for Flux 1.1 Pro. " | |
"Focus on key elements such as text, symbols, layout, and overall style." | |
), | |
"Realistic": ( | |
"Describe this design with a focus on photorealistic details, including textures, lighting, and depth, " | |
"ensuring accuracy in representation. Avoid illustrations or cartoon-like interpretations." | |
), | |
"Kawaii/Cartoon": ( | |
"Describe this design with an emphasis on cute, rounded shapes, playful expressions, and vibrant, fun aesthetics " | |
"typical of the kawaii/cartoon style. Focus on light-hearted and visually charming elements." | |
), | |
"Vector": ( | |
"Describe this design as a single, cohesive, and concise prompt suitable for Flux 1.1 Pro. " | |
"Focus on key elements such as text, symbols, layout, and overall style. " | |
"Specify that the design should be created in a clean, professional vector and illustration style, " | |
"emphasizing sharp lines, geometric shapes, and smooth gradients where applicable. " | |
"The entire design must be in black and white, using only shades of gray for depth and contrast. " | |
"Avoid any use of color unless it is essential to the design's purpose. " | |
"Avoid cartoonish or overly stylized elements unless they align with the design's purpose. " | |
"Use clear and direct language to convey the design's theme, humor, or purpose, if applicable. " | |
"Ensure the description is compact, well-structured, and optimized for creating a graphic. " | |
"Include only essential details and avoid unnecessary elaboration." | |
), | |
"Silhouette": ( | |
"Describe this design using high-contrast black and white silhouettes, focusing on bold shapes and clear outlines " | |
"to convey the subject effectively. Eliminate interior details unless crucial to recognition." | |
), | |
} | |
# Function to check API key validity | |
def check_api(api_key): | |
try: | |
genai.configure(api_key=api_key) | |
model = genai.GenerativeModel("gemini-1.5-pro") | |
response = model.generate_content("Hello, can you respond?") | |
return "β API Key is valid!" if response.text else "β οΈ API responded but empty." | |
except Exception as e: | |
return f"β Error: {str(e)}" | |
# Function to generate a prompt using Gemini | |
def generate_prompt(image, api_key, style): | |
if not api_key: | |
return "β Error: Please enter your Google Gemini API key." | |
try: | |
genai.configure(api_key=api_key) | |
model = genai.GenerativeModel("gemini-1.5-pro") | |
# Convert image to base64 | |
image_bytes = io.BytesIO() | |
image.save(image_bytes, format=image.format if image.format else "PNG") | |
image_base64 = base64.b64encode(image_bytes.getvalue()).decode('utf-8') | |
instruction = STYLE_INSTRUCTIONS.get(style, STYLE_INSTRUCTIONS["General"]) | |
response = model.generate_content([ | |
instruction, | |
{"mime_type": "image/png", "data": image_base64} | |
]) | |
return response.text if response.text else "β οΈ No response generated." | |
except Exception as e: | |
return f"β Error generating prompt: {str(e)}" | |
# Gradio Interface | |
def main(): | |
with gr.Blocks() as app: | |
gr.Markdown("## π¨ Flux Prompt Generator with Gemini 1.5 Pro") | |
api_key = gr.Textbox(label="π Google Gemini API Key", type="password", placeholder="Paste your Gemini API key here") | |
check_button = gr.Button("β Check API Key") | |
check_output = gr.Textbox(label="API Key Status") | |
with gr.Row(): | |
with gr.Column(): | |
image_input = gr.Image(label="π· Upload Design Image", type="pil", width=300) | |
style_dropdown = gr.Dropdown(label="π¨ Style", choices=list(STYLE_INSTRUCTIONS.keys()), value="General") | |
generate_button = gr.Button("π§ Generate Prompt") | |
prompt_output = gr.Textbox(label="π Generated Flux Prompt", lines=6) | |
copy_button = gr.Button("π Copy to Clipboard") | |
def copy_prompt(prompt): | |
return gr.update(value=prompt, interactive=True) | |
check_button.click(check_api, inputs=api_key, outputs=check_output) | |
generate_button.click(generate_prompt, inputs=[image_input, api_key, style_dropdown], outputs=prompt_output) | |
copy_button.click(copy_prompt, inputs=prompt_output, outputs=prompt_output) | |
return app | |
# Launch the app | |
app = main() | |
app.launch() | |