Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
import gradio as gr | |
import fal_client | |
import os | |
from typing import Optional | |
# It is recommended to create this as a Secret on your Hugging Face Space | |
# For example: FAL_KEY = "fal_key_..." | |
FAL_KEY = os.getenv("FAL_KEY", "") | |
# Set the key for the fal_client | |
if FAL_KEY: | |
fal_client.api_key = FAL_KEY | |
def get_fal_key(): | |
"""Checks for the FAL_KEY and raises a Gradio error if it's not set.""" | |
if not FAL_KEY: | |
raise gr.Error("FAL_KEY is not set. Please add it to your Hugging Face Space secrets.") | |
def generate_image(prompt: str, image: Optional[str] = None) -> str: | |
""" | |
Generates or edits an image. | |
- If an image filepath is provided, it performs image-to-image editing. | |
- Otherwise, it performs text-to-image generation. | |
""" | |
get_fal_key() | |
if image: | |
# Image-to-Image: Upload the local file to get a public URL | |
image_url = fal_client.upload_file(image) | |
result = fal_client.run( | |
"fal-ai/nano-banana/edit", | |
arguments={ | |
"prompt": prompt, | |
"image_url": image_url, | |
}, | |
) | |
else: | |
# Text-to-Image | |
result = fal_client.run( | |
"fal-ai/nano-banana", | |
arguments={ | |
"prompt": prompt, | |
}, | |
) | |
return result["images"][0]["url"] | |
def multi_image_edit(prompt: str, images: list[str]) -> list[str]: | |
"""Edits multiple images based on a text prompt.""" | |
get_fal_key() | |
if not images: | |
raise gr.Error("Please upload at least one image.") | |
output_images = [] | |
for image_path in images: | |
# Upload each image and get its URL | |
image_url = fal_client.upload_file(image_path) | |
result = fal_client.run( | |
"fal-ai/nano-banana/edit", | |
arguments={ | |
"prompt": prompt, | |
"image_url": image_url, | |
}, | |
) | |
output_images.append(result["images"][0]["url"]) | |
return output_images | |
# --- Gradio App UI --- | |
with gr.Blocks(theme=gr.themes.Soft()) as demo: | |
gr.Markdown("# Nano Banana Image Generation") | |
gr.Markdown("Generate or edit images with FAL. **Sign in with Hugging Face to begin.**") | |
login_button = gr.LoginButton() | |
# This entire Column will be hidden until the user logs in | |
main_interface = gr.Column(visible=False) | |
with main_interface: | |
gr.Markdown("## Welcome! You are logged in.") | |
with gr.Tabs(): | |
with gr.TabItem("Generate"): | |
with gr.Row(): | |
with gr.Column(scale=1): | |
prompt_input = gr.Textbox(label="Prompt", placeholder="A delicious looking pizza") | |
image_input = gr.Image(type="filepath", label="Input Image (Optional)") | |
generate_button = gr.Button("Generate", variant="primary") | |
with gr.Column(scale=1): | |
generate_output = gr.Image(label="Output") | |
generate_button.click( | |
generate_image, | |
inputs=[prompt_input, image_input], | |
outputs=[generate_output], | |
) | |
with gr.TabItem("Multi-Image Edit"): | |
with gr.Row(): | |
with gr.Column(scale=1): | |
multi_prompt_input = gr.Textbox(label="Prompt", placeholder="Make it black and white") | |
multi_image_input = gr.Gallery(label="Input Images", file_types=["image"]) | |
multi_edit_button = gr.Button("Edit Images", variant="primary") | |
with gr.Column(scale=1): | |
multi_image_output = gr.Gallery(label="Output Images") | |
multi_edit_button.click( | |
multi_image_edit, | |
inputs=[multi_prompt_input, multi_image_input], | |
outputs=[multi_image_output], | |
) | |
def show_app_on_login(profile: Optional[gr.OAuthProfile] = None): | |
""" | |
Controls the visibility of the main UI. | |
Gradio automatically injects `gr.OAuthProfile` if the user is logged in. | |
""" | |
if profile: | |
return gr.update(visible=True) | |
return gr.update(visible=False) | |
# When the app loads or the user logs in/out, this function will be called. | |
# It receives the user's profile (or None) and updates the UI visibility. | |
demo.load(show_app_on_login, inputs=None, outputs=main_interface) | |
if __name__ == "__main__": | |
demo.launch() |