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Update app.py
Browse files
app.py
CHANGED
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@@ -10,14 +10,10 @@ def save_binary_file(file_name, data):
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f.write(data)
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def generate_edit(prompt, pil_image, api_key, model="gemini-2.0-flash-exp"):
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# Initialize Gemini client with provided key or env fallback
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client = genai.Client(api_key=(api_key.strip() if api_key and api_key.strip() != "" else os.environ.get("GEMINI_API_KEY")))
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# Save PIL Image to a temporary file path for upload
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with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp_file:
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image_path = tmp_file.name
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pil_image.save(image_path)
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files = [client.files.upload(file=image_path)]
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contents = [
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types.Content(
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@@ -28,19 +24,16 @@ def generate_edit(prompt, pil_image, api_key, model="gemini-2.0-flash-exp"):
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],
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),
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]
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generate_content_config = types.GenerateContentConfig(
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temperature=1,
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top_p=0.95,
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top_k=40,
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max_output_tokens=8192,
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response_modalities=["image", "text"],
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response_mime_type="text/plain",
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)
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text_response = ""
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image_path_result = None
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with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp:
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temp_path = tmp.name
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for chunk in client.models.generate_content_stream(
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@@ -54,11 +47,10 @@ def generate_edit(prompt, pil_image, api_key, model="gemini-2.0-flash-exp"):
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if candidate.inline_data:
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save_binary_file(temp_path, candidate.inline_data.data)
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image_path_result = temp_path
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break
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else:
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text_response += chunk.text + "\n"
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del files
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return image_path_result, text_response
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def process_image_and_prompt(pil_image, prompt, api_key):
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@@ -76,47 +68,92 @@ def process_image_and_prompt(pil_image, prompt, api_key):
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css_style = """
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.app-container {
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max-width:
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margin-left: auto !important;
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margin-right: auto !important;
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padding: 2rem 1rem;
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}
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display: flex;
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gap:
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}
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}
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}
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"""
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with gr.Blocks(css=css_style) as demo:
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with gr.Row(elem_classes="app-container"):
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gr.Markdown(
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"""
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"""
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)
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submit_btn.click(
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fn=process_image_and_prompt,
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inputs=[image_input, prompt_input, api_key_input],
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f.write(data)
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def generate_edit(prompt, pil_image, api_key, model="gemini-2.0-flash-exp"):
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client = genai.Client(api_key=(api_key.strip() if api_key and api_key.strip() != "" else os.environ.get("GEMINI_API_KEY")))
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with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp_file:
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image_path = tmp_file.name
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pil_image.save(image_path)
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files = [client.files.upload(file=image_path)]
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contents = [
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types.Content(
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],
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),
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]
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generate_content_config = types.GenerateContentConfig(
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temperature=1,
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top_p=0.95,
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top_k=40,
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max_output_tokens=8192,
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response_modalities=["image", "text"],
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response_mime_type="text/plain",
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)
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text_response = ""
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image_path_result = None
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with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp:
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temp_path = tmp.name
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for chunk in client.models.generate_content_stream(
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if candidate.inline_data:
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save_binary_file(temp_path, candidate.inline_data.data)
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image_path_result = temp_path
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break
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else:
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text_response += chunk.text + "\n"
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del files
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return image_path_result, text_response
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def process_image_and_prompt(pil_image, prompt, api_key):
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css_style = """
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.app-container {
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max-width: 900px !important;
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margin-left: auto !important;
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margin-right: auto !important;
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padding: 2rem 1rem;
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font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
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}
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.header-text {
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font-size: 2.4rem;
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font-weight: 900;
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background: linear-gradient(90deg, #FF6A00, #EE0979);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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margin-bottom: 1rem;
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text-align: center;
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}
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.gradient-button {
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background: linear-gradient(90deg, #FF6A00, #EE0979);
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border: none;
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color: white;
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font-weight: 700;
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padding: 12px 25px;
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border-radius: 10px;
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cursor: pointer;
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transition: background 0.5s ease;
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}
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.gradient-button:hover {
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background: linear-gradient(90deg, #EE0979, #FF6A00);
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}
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.sidebar {
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background: #f7f7f7;
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padding: 20px;
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border-radius: 12px;
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box-shadow: 0 2px 7px rgb(0 0 0 / 0.08);
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max-width: 280px;
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}
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.sidebar h3 {
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margin-top: 0;
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}
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main-content {
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display: flex;
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gap: 2rem;
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margin-top: 1rem;
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}
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.column {
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flex: 1;
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}
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.output-gallery {
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min-height: 280px;
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}
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"""
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with gr.Blocks(css=css_style) as demo:
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with gr.Row(elem_classes="app-container", equal_height=True):
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# Sidebar left
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with gr.Column(scale=3, elem_classes="sidebar"):
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gr.Markdown(
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"""
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### Usage Instructions
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- Upload a PNG input image.
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- Enter a prompt describing the edit.
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- Optionally enter your Gemini API key.
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- Click the Generate Edit button.
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### API Tips
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- Use your own Gemini API key for best results.
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- Do not use NSFW images.
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- Outputs can include images or text messages.
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### Links
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- [Duplicate this repo](https://huggingface.co/spaces/ameerazam08/Gemini-Image-Edit?duplicate=true)
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- [Get API Key](https://aistudio.google.com/apikey)
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- Follow the author on [Twitter](https://x.com/Ameerazam18)
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"""
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# Main panel right
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with gr.Column(scale=7):
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gr.Markdown("<div class='header-text'>Gemini for Image Editing</div>")
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with gr.Row():
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with gr.Column():
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image_input = gr.Image(type="pil", label="Upload PNG Image", image_mode="RGBA")
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prompt_input = gr.Textbox(label="Edit Prompt", placeholder="Describe how to edit the image", lines=2)
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api_key_input = gr.Textbox(label="Gemini API Key (optional)", placeholder="Enter your Gemini API key here", type="password")
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submit_btn = gr.Button("Generate Edit", elem_classes="gradient-button")
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with gr.Column():
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gallery_output = gr.Gallery(label="Generated Image", elem_classes="output-gallery", height=280)
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text_output = gr.Textbox(label="Generation Status or Text Output", interactive=False)
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submit_btn.click(
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fn=process_image_and_prompt,
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inputs=[image_input, prompt_input, api_key_input],
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