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Browse files- app.py +268 -0
- requirements.txt +1 -0
app.py
ADDED
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import gradio as gr
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import requests
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import random
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import json
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import os
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from together import Together
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import base64
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from PIL import Image
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import io
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# --- Environment Variable for Together API Key ---
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TOGETHER_API_KEY = os.environ.get('TOGETHER_API_KEY')
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# --- Together API Client Configuration ---
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# Initialize the Together client only if the API key is available
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client = Together(api_key=TOGETHER_API_KEY) if TOGETHER_API_KEY else None
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# --- Pixabay API Configuration ---
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PIXABAY_API_KEY = os.environ.get('PIXABAY_API_KEY')
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IMAGE_API_URL = 'https://pixabay.com/api/'
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VIDEO_API_URL = 'https://pixabay.com/api/videos/'
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PER_PAGE = 5
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# --- Function to search Pixabay ---
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def search_pixabay(query: str, media_type: str, image_type: str, orientation: str, video_type: str):
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"""
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Searches the Pixabay API for royalty-free stock images or videos based on user query and filters.
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Args:
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query (str): The search term for finding media. If empty, an error is returned.
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media_type (str): Specifies the type of media to search for.
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Accepted values are "Image" or "Video".
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image_type (str): Filter results by image type (used only if media_type is "Image").
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Accepted values: "all", "photo", "illustration", "vector".
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orientation (str): Filter results by image orientation (used only if media_type is "Image").
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Accepted values: "all", "horizontal", "vertical".
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video_type (str): Filter results by video type (used only if media_type is "Video").
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Accepted values: "all", "film", "animation".
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"""
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if not query:
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return None, None, "Please enter a search query."
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if not PIXABAY_API_KEY:
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return None, None, "Pixabay API Key not found. Please set the PIXABAY_API_KEY environment variable."
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params = {
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'key': PIXABAY_API_KEY,
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'q': query,
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'per_page': PER_PAGE,
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'page': 1,
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'safesearch': 'true'
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}
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if media_type == "Image":
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api_url = IMAGE_API_URL
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params['image_type'] = image_type
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params['orientation'] = orientation
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elif media_type == "Video":
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api_url = VIDEO_API_URL
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params['video_type'] = video_type
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else:
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# This case should not be reachable with the Gradio Radio component
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return None, None, "Invalid media type selected."
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try:
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response = requests.get(api_url, params=params)
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response.raise_for_status()
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data = response.json()
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if data.get('totalHits', 0) == 0:
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return None, None, f"No results found for '{query}'."
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hits = data.get('hits', [])
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if not hits:
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return None, None, f"No results found for '{query}'."
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selected_hit = random.choice(hits)
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if media_type == "Image":
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image_url = selected_hit.get('largeImageURL')
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if image_url:
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# Return the image URL, None for video, and an empty status message
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return image_url, None, ""
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else:
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return None, None, "Could not retrieve large image URL."
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elif media_type == "Video":
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video_urls = selected_hit.get('videos', {})
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large_video = video_urls.get('large', {})
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video_url = large_video.get('url')
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if video_url:
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# Return None for image, the video URL, and an empty status message
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return None, video_url, ""
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else:
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# Fallback to medium quality if large is not available
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medium_video = video_urls.get('medium', {})
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video_url = medium_video.get('url')
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if video_url:
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return None, video_url, "Using medium quality video."
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else:
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return None, None, "Could not retrieve video URL."
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except requests.exceptions.RequestException as e:
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return None, None, f"API request error: {e}"
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except json.JSONDecodeError:
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return None, None, "Error decoding API response."
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except Exception as e:
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# Catch any other unexpected errors
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return None, None, f"An unexpected error occurred: {e}"
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# --- Together AI Image Generation Functions ---
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def together_text_to_image(prompt: str):
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"""
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Generates an image from text using the Together AI API.
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Args:
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prompt (str): The text prompt for image generation.
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Returns:
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str: The URL of the generated image, or an error message.
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"""
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if not client:
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return "Together AI client not initialized. Please set the TOGETHER_API_KEY environment variable."
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if not prompt:
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return "Please enter a prompt for text-to-image generation."
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try:
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image_completion = client.images.generate(
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model="black-forest-labs/FLUX.1.1-pro", # Hardcoded model as requested
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width=1024,
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height=768,
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steps=40,
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prompt=prompt,
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)
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return image_completion.data[0].url
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except Exception as e:
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return f"Error generating image from text: {e}"
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def image_to_url(image_path):
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try:
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url = 'https://uguu.se/upload'
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with open(image_path, 'rb') as f:
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files = {'files[]': (image_path, f)}
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response = requests.post(url, files=files)
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response_json = response.json()
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return response_json['files'][0]['url']
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except FileNotFoundError:
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return "Error: File not found. Please check the image path."
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except Exception as e:
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return f"An error occurred: {e}"
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def together_image_to_image(image_numpy, prompt: str):
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"""
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Transforms an image based on a text prompt using the Together AI API.
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Args:
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image_numpy (numpy.ndarray): The input image as a NumPy array (provided by Gradio).
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prompt (str): The text prompt for image transformation.
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Returns:
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str: The URL of the transformed image, or an error message.
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"""
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if not client:
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return "Together AI client not initialized. Please set the TOGETHER_API_KEY environment variable."
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if image_numpy is None:
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return "Please upload or paste an image for image-to-image transformation."
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if not prompt:
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return "Please enter a prompt for image transformation."
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try:
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print(image_numpy)
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image_completion = client.images.generate(
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model="black-forest-labs/FLUX.1-kontext-max", # Hardcoded model as requested
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steps=40, # Hardcoded steps as requested
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prompt=prompt,
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image_url=image_to_url(image_numpy)
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)
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return image_completion.data[0].url
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except Exception as e:
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return f"Error transforming image: {e}"
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# --- Gradio Blocks Interface Definition ---
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with gr.Blocks(title="Media Generation and Search Explorer") as demo:
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gr.Markdown("## Media Generation and Search Explorer")
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gr.Markdown("Explore royalty-free media from Pixabay and generate/transform images using Together AI.")
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with gr.Tab("Pixabay Search"):
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gr.Markdown("Search for royalty-free images and videos on Pixabay.")
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gr.Warning("This requires setting the PIXABAY_API_KEY environment variable.")
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with gr.Row():
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pixabay_query_input = gr.Textbox(label="Search Query", placeholder="e.g., yellow flowers", scale=2)
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pixabay_media_type_radio = gr.Radio(["Image", "Video"], label="Media Type", value="Image", scale=1)
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pixabay_search_button = gr.Button("Search")
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with gr.Column(visible=True) as pixabay_image_options_col:
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pixabay_image_type_input = gr.Radio(["all", "photo", "illustration", "vector"], label="Image Type", value="all")
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pixabay_orientation_input = gr.Radio(["all", "horizontal", "vertical"], label="Orientation", value="all")
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with gr.Column(visible=False) as pixabay_video_options_col:
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pixabay_video_type_input = gr.Radio(["all", "film", "animation"], label="Video Type", value="all")
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pixabay_status_output = gr.Textbox(label="Status", interactive=False)
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with gr.Row():
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pixabay_image_output = gr.Image(label="Result Image (URL)", interactive=False)
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pixabay_video_output = gr.Video(label="Result Video (URL)", interactive=False)
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# Logic to toggle visibility of input columns and output components based on media type selection
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def update_pixabay_inputs_blocks(media_type):
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if media_type == "Image":
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return gr.update(visible=True), gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
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elif media_type == "Video":
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return gr.update(visible=False), gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)
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else:
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return gr.update(visible=True), gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
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# Trigger the update_pixabay_inputs_blocks function when media_type_radio changes
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pixabay_media_type_radio.change(
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fn=update_pixabay_inputs_blocks,
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inputs=pixabay_media_type_radio,
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outputs=[pixabay_image_options_col, pixabay_video_options_col, pixabay_image_output, pixabay_video_output]
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)
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# Trigger the search_pixabay function when the search button is clicked
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pixabay_search_button.click(
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fn=search_pixabay,
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inputs=[
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pixabay_query_input,
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pixabay_media_type_radio,
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pixabay_image_type_input,
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pixabay_orientation_input,
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pixabay_video_type_input
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],
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outputs=[pixabay_image_output, pixabay_video_output, pixabay_status_output]
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)
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with gr.Tab("Together AI - Text to Image"):
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gr.Markdown("Generate an image from a text prompt using Together AI.")
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gr.Warning("This requires setting the TOGETHER_API_KEY environment variable.")
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with gr.Row():
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together_text_to_image_prompt = gr.Textbox(label="Enter your prompt", scale=2)
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together_text_to_image_button = gr.Button("Generate Image", scale=1)
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together_text_to_image_output = gr.Image(label="Generated Image (URL)", type="filepath", interactive=False)
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together_text_to_image_button.click(
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fn=together_text_to_image,
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inputs=together_text_to_image_prompt,
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outputs=together_text_to_image_output,
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)
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with gr.Tab("Together AI - Image to Image"):
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gr.Markdown("Transform an uploaded image based on a text prompt using Together AI.")
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gr.Warning("This requires setting the TOGETHER_API_KEY environment variable.")
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with gr.Row():
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together_image_input = gr.Image(label="Upload or paste an image", type="filepath", scale=2)
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together_image_to_image_prompt = gr.Textbox(label="Enter your transformation prompt", scale=2)
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together_image_to_image_button = gr.Button("Transform Image", scale=1)
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together_image_to_image_output = gr.Image(label="Transformed Image (URL)", type="filepath", interactive=False)
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together_image_to_image_button.click(
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fn=together_image_to_image,
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inputs=[together_image_input, together_image_to_image_prompt],
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outputs=together_image_to_image_output,
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)
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# --- Launch the Gradio app ---
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if __name__ == "__main__":
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demo.launch(mcp_server=True)
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requirements.txt
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together
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