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Browse files- app.py +268 -0
- requirements.txt +1 -0
app.py
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| 1 |
+
import gradio as gr
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| 2 |
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import requests
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| 3 |
+
import random
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| 4 |
+
import json
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| 5 |
+
import os
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| 6 |
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from together import Together
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| 7 |
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import base64
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| 8 |
+
from PIL import Image
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| 9 |
+
import io
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| 10 |
+
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| 11 |
+
# --- Environment Variable for Together API Key ---
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| 12 |
+
TOGETHER_API_KEY = os.environ.get('TOGETHER_API_KEY')
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| 13 |
+
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| 14 |
+
# --- Together API Client Configuration ---
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| 15 |
+
# Initialize the Together client only if the API key is available
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| 16 |
+
client = Together(api_key=TOGETHER_API_KEY) if TOGETHER_API_KEY else None
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| 17 |
+
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| 18 |
+
# --- Pixabay API Configuration ---
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| 19 |
+
PIXABAY_API_KEY = os.environ.get('PIXABAY_API_KEY')
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| 20 |
+
IMAGE_API_URL = 'https://pixabay.com/api/'
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| 21 |
+
VIDEO_API_URL = 'https://pixabay.com/api/videos/'
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| 22 |
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PER_PAGE = 5
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| 23 |
+
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| 24 |
+
# --- Function to search Pixabay ---
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| 25 |
+
def search_pixabay(query: str, media_type: str, image_type: str, orientation: str, video_type: str):
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| 26 |
+
"""
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| 27 |
+
Searches the Pixabay API for royalty-free stock images or videos based on user query and filters.
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| 28 |
+
Args:
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| 29 |
+
query (str): The search term for finding media. If empty, an error is returned.
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| 30 |
+
media_type (str): Specifies the type of media to search for.
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| 31 |
+
Accepted values are "Image" or "Video".
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| 32 |
+
image_type (str): Filter results by image type (used only if media_type is "Image").
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| 33 |
+
Accepted values: "all", "photo", "illustration", "vector".
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| 34 |
+
orientation (str): Filter results by image orientation (used only if media_type is "Image").
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| 35 |
+
Accepted values: "all", "horizontal", "vertical".
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| 36 |
+
video_type (str): Filter results by video type (used only if media_type is "Video").
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| 37 |
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Accepted values: "all", "film", "animation".
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| 38 |
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"""
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| 39 |
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if not query:
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| 40 |
+
return None, None, "Please enter a search query."
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| 41 |
+
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| 42 |
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if not PIXABAY_API_KEY:
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| 43 |
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return None, None, "Pixabay API Key not found. Please set the PIXABAY_API_KEY environment variable."
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| 44 |
+
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| 45 |
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params = {
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| 46 |
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'key': PIXABAY_API_KEY,
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| 47 |
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'q': query,
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| 48 |
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'per_page': PER_PAGE,
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| 49 |
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'page': 1,
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| 50 |
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'safesearch': 'true'
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| 51 |
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}
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| 52 |
+
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| 53 |
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if media_type == "Image":
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| 54 |
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api_url = IMAGE_API_URL
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| 55 |
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params['image_type'] = image_type
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| 56 |
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params['orientation'] = orientation
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| 57 |
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elif media_type == "Video":
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| 58 |
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api_url = VIDEO_API_URL
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| 59 |
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params['video_type'] = video_type
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| 60 |
+
else:
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| 61 |
+
# This case should not be reachable with the Gradio Radio component
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| 62 |
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return None, None, "Invalid media type selected."
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| 63 |
+
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| 64 |
+
try:
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| 65 |
+
response = requests.get(api_url, params=params)
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| 66 |
+
response.raise_for_status()
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| 67 |
+
data = response.json()
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| 68 |
+
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| 69 |
+
if data.get('totalHits', 0) == 0:
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| 70 |
+
return None, None, f"No results found for '{query}'."
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| 71 |
+
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| 72 |
+
hits = data.get('hits', [])
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| 73 |
+
if not hits:
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| 74 |
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return None, None, f"No results found for '{query}'."
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| 75 |
+
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| 76 |
+
selected_hit = random.choice(hits)
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| 77 |
+
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| 78 |
+
if media_type == "Image":
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| 79 |
+
image_url = selected_hit.get('largeImageURL')
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| 80 |
+
if image_url:
|
| 81 |
+
# Return the image URL, None for video, and an empty status message
|
| 82 |
+
return image_url, None, ""
|
| 83 |
+
else:
|
| 84 |
+
return None, None, "Could not retrieve large image URL."
|
| 85 |
+
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| 86 |
+
elif media_type == "Video":
|
| 87 |
+
video_urls = selected_hit.get('videos', {})
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| 88 |
+
large_video = video_urls.get('large', {})
|
| 89 |
+
video_url = large_video.get('url')
|
| 90 |
+
|
| 91 |
+
if video_url:
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| 92 |
+
# Return None for image, the video URL, and an empty status message
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| 93 |
+
return None, video_url, ""
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| 94 |
+
else:
|
| 95 |
+
# Fallback to medium quality if large is not available
|
| 96 |
+
medium_video = video_urls.get('medium', {})
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| 97 |
+
video_url = medium_video.get('url')
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| 98 |
+
if video_url:
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| 99 |
+
return None, video_url, "Using medium quality video."
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| 100 |
+
else:
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| 101 |
+
return None, None, "Could not retrieve video URL."
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| 102 |
+
|
| 103 |
+
except requests.exceptions.RequestException as e:
|
| 104 |
+
return None, None, f"API request error: {e}"
|
| 105 |
+
except json.JSONDecodeError:
|
| 106 |
+
return None, None, "Error decoding API response."
|
| 107 |
+
except Exception as e:
|
| 108 |
+
# Catch any other unexpected errors
|
| 109 |
+
return None, None, f"An unexpected error occurred: {e}"
|
| 110 |
+
|
| 111 |
+
# --- Together AI Image Generation Functions ---
|
| 112 |
+
def together_text_to_image(prompt: str):
|
| 113 |
+
"""
|
| 114 |
+
Generates an image from text using the Together AI API.
|
| 115 |
+
Args:
|
| 116 |
+
prompt (str): The text prompt for image generation.
|
| 117 |
+
Returns:
|
| 118 |
+
str: The URL of the generated image, or an error message.
|
| 119 |
+
"""
|
| 120 |
+
if not client:
|
| 121 |
+
return "Together AI client not initialized. Please set the TOGETHER_API_KEY environment variable."
|
| 122 |
+
if not prompt:
|
| 123 |
+
return "Please enter a prompt for text-to-image generation."
|
| 124 |
+
|
| 125 |
+
try:
|
| 126 |
+
image_completion = client.images.generate(
|
| 127 |
+
model="black-forest-labs/FLUX.1.1-pro", # Hardcoded model as requested
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| 128 |
+
width=1024,
|
| 129 |
+
height=768,
|
| 130 |
+
steps=40,
|
| 131 |
+
prompt=prompt,
|
| 132 |
+
)
|
| 133 |
+
return image_completion.data[0].url
|
| 134 |
+
except Exception as e:
|
| 135 |
+
return f"Error generating image from text: {e}"
|
| 136 |
+
|
| 137 |
+
def image_to_url(image_path):
|
| 138 |
+
try:
|
| 139 |
+
url = 'https://uguu.se/upload'
|
| 140 |
+
|
| 141 |
+
with open(image_path, 'rb') as f:
|
| 142 |
+
files = {'files[]': (image_path, f)}
|
| 143 |
+
response = requests.post(url, files=files)
|
| 144 |
+
response_json = response.json()
|
| 145 |
+
return response_json['files'][0]['url']
|
| 146 |
+
except FileNotFoundError:
|
| 147 |
+
return "Error: File not found. Please check the image path."
|
| 148 |
+
except Exception as e:
|
| 149 |
+
return f"An error occurred: {e}"
|
| 150 |
+
|
| 151 |
+
def together_image_to_image(image_numpy, prompt: str):
|
| 152 |
+
"""
|
| 153 |
+
Transforms an image based on a text prompt using the Together AI API.
|
| 154 |
+
Args:
|
| 155 |
+
image_numpy (numpy.ndarray): The input image as a NumPy array (provided by Gradio).
|
| 156 |
+
prompt (str): The text prompt for image transformation.
|
| 157 |
+
Returns:
|
| 158 |
+
str: The URL of the transformed image, or an error message.
|
| 159 |
+
"""
|
| 160 |
+
if not client:
|
| 161 |
+
return "Together AI client not initialized. Please set the TOGETHER_API_KEY environment variable."
|
| 162 |
+
if image_numpy is None:
|
| 163 |
+
return "Please upload or paste an image for image-to-image transformation."
|
| 164 |
+
if not prompt:
|
| 165 |
+
return "Please enter a prompt for image transformation."
|
| 166 |
+
|
| 167 |
+
try:
|
| 168 |
+
|
| 169 |
+
print(image_numpy)
|
| 170 |
+
|
| 171 |
+
image_completion = client.images.generate(
|
| 172 |
+
model="black-forest-labs/FLUX.1-kontext-max", # Hardcoded model as requested
|
| 173 |
+
steps=40, # Hardcoded steps as requested
|
| 174 |
+
prompt=prompt,
|
| 175 |
+
image_url=image_to_url(image_numpy)
|
| 176 |
+
)
|
| 177 |
+
return image_completion.data[0].url
|
| 178 |
+
except Exception as e:
|
| 179 |
+
return f"Error transforming image: {e}"
|
| 180 |
+
|
| 181 |
+
|
| 182 |
+
# --- Gradio Blocks Interface Definition ---
|
| 183 |
+
with gr.Blocks(title="Media Generation and Search Explorer") as demo:
|
| 184 |
+
gr.Markdown("## Media Generation and Search Explorer")
|
| 185 |
+
gr.Markdown("Explore royalty-free media from Pixabay and generate/transform images using Together AI.")
|
| 186 |
+
|
| 187 |
+
with gr.Tab("Pixabay Search"):
|
| 188 |
+
gr.Markdown("Search for royalty-free images and videos on Pixabay.")
|
| 189 |
+
gr.Warning("This requires setting the PIXABAY_API_KEY environment variable.")
|
| 190 |
+
with gr.Row():
|
| 191 |
+
pixabay_query_input = gr.Textbox(label="Search Query", placeholder="e.g., yellow flowers", scale=2)
|
| 192 |
+
pixabay_media_type_radio = gr.Radio(["Image", "Video"], label="Media Type", value="Image", scale=1)
|
| 193 |
+
pixabay_search_button = gr.Button("Search")
|
| 194 |
+
|
| 195 |
+
with gr.Column(visible=True) as pixabay_image_options_col:
|
| 196 |
+
pixabay_image_type_input = gr.Radio(["all", "photo", "illustration", "vector"], label="Image Type", value="all")
|
| 197 |
+
pixabay_orientation_input = gr.Radio(["all", "horizontal", "vertical"], label="Orientation", value="all")
|
| 198 |
+
|
| 199 |
+
with gr.Column(visible=False) as pixabay_video_options_col:
|
| 200 |
+
pixabay_video_type_input = gr.Radio(["all", "film", "animation"], label="Video Type", value="all")
|
| 201 |
+
|
| 202 |
+
pixabay_status_output = gr.Textbox(label="Status", interactive=False)
|
| 203 |
+
|
| 204 |
+
with gr.Row():
|
| 205 |
+
pixabay_image_output = gr.Image(label="Result Image (URL)", interactive=False)
|
| 206 |
+
pixabay_video_output = gr.Video(label="Result Video (URL)", interactive=False)
|
| 207 |
+
|
| 208 |
+
# Logic to toggle visibility of input columns and output components based on media type selection
|
| 209 |
+
def update_pixabay_inputs_blocks(media_type):
|
| 210 |
+
if media_type == "Image":
|
| 211 |
+
return gr.update(visible=True), gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
|
| 212 |
+
elif media_type == "Video":
|
| 213 |
+
return gr.update(visible=False), gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)
|
| 214 |
+
else:
|
| 215 |
+
return gr.update(visible=True), gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)
|
| 216 |
+
|
| 217 |
+
# Trigger the update_pixabay_inputs_blocks function when media_type_radio changes
|
| 218 |
+
pixabay_media_type_radio.change(
|
| 219 |
+
fn=update_pixabay_inputs_blocks,
|
| 220 |
+
inputs=pixabay_media_type_radio,
|
| 221 |
+
outputs=[pixabay_image_options_col, pixabay_video_options_col, pixabay_image_output, pixabay_video_output]
|
| 222 |
+
)
|
| 223 |
+
|
| 224 |
+
# Trigger the search_pixabay function when the search button is clicked
|
| 225 |
+
pixabay_search_button.click(
|
| 226 |
+
fn=search_pixabay,
|
| 227 |
+
inputs=[
|
| 228 |
+
pixabay_query_input,
|
| 229 |
+
pixabay_media_type_radio,
|
| 230 |
+
pixabay_image_type_input,
|
| 231 |
+
pixabay_orientation_input,
|
| 232 |
+
pixabay_video_type_input
|
| 233 |
+
],
|
| 234 |
+
outputs=[pixabay_image_output, pixabay_video_output, pixabay_status_output]
|
| 235 |
+
)
|
| 236 |
+
|
| 237 |
+
with gr.Tab("Together AI - Text to Image"):
|
| 238 |
+
gr.Markdown("Generate an image from a text prompt using Together AI.")
|
| 239 |
+
gr.Warning("This requires setting the TOGETHER_API_KEY environment variable.")
|
| 240 |
+
with gr.Row():
|
| 241 |
+
together_text_to_image_prompt = gr.Textbox(label="Enter your prompt", scale=2)
|
| 242 |
+
together_text_to_image_button = gr.Button("Generate Image", scale=1)
|
| 243 |
+
together_text_to_image_output = gr.Image(label="Generated Image (URL)", type="filepath", interactive=False)
|
| 244 |
+
|
| 245 |
+
together_text_to_image_button.click(
|
| 246 |
+
fn=together_text_to_image,
|
| 247 |
+
inputs=together_text_to_image_prompt,
|
| 248 |
+
outputs=together_text_to_image_output,
|
| 249 |
+
)
|
| 250 |
+
|
| 251 |
+
with gr.Tab("Together AI - Image to Image"):
|
| 252 |
+
gr.Markdown("Transform an uploaded image based on a text prompt using Together AI.")
|
| 253 |
+
gr.Warning("This requires setting the TOGETHER_API_KEY environment variable.")
|
| 254 |
+
with gr.Row():
|
| 255 |
+
together_image_input = gr.Image(label="Upload or paste an image", type="filepath", scale=2)
|
| 256 |
+
together_image_to_image_prompt = gr.Textbox(label="Enter your transformation prompt", scale=2)
|
| 257 |
+
together_image_to_image_button = gr.Button("Transform Image", scale=1)
|
| 258 |
+
together_image_to_image_output = gr.Image(label="Transformed Image (URL)", type="filepath", interactive=False)
|
| 259 |
+
|
| 260 |
+
together_image_to_image_button.click(
|
| 261 |
+
fn=together_image_to_image,
|
| 262 |
+
inputs=[together_image_input, together_image_to_image_prompt],
|
| 263 |
+
outputs=together_image_to_image_output,
|
| 264 |
+
)
|
| 265 |
+
|
| 266 |
+
# --- Launch the Gradio app ---
|
| 267 |
+
if __name__ == "__main__":
|
| 268 |
+
demo.launch(mcp_server=True)
|
requirements.txt
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
together
|