Create lexica.py

lexica.py

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+import requests
+import shutil
+from PIL import Image
+from io import BytesIO
+import numpy as np
+import matplotlib.pyplot as plt
+import pandas as pd
+import random
+import gradio as gr
+ 
+design='india'
+def lexica(design,n):
+
+  request=requests.get(f'https://lexica.art/api/v1/search?q={design}')
+  request.json()
+  data = request.json()
+  data_items = list(data.items())
+
+  random.shuffle(data_items)
+
+  data = dict(data_items)
+
+  image_urls = []
+  image_prompts = []
+
+  for key, value in data.items():
+    for i in range(n):
+      image_url = value[i]['src']
+      if isinstance(image_url, list):
+        image_url = image_url[0]
+      image_urls.append(image_url)
+
+ 
+      image_prompts.append(value[i]['prompt'])
+ 
+  images = []
+
+  # Loop through the image URLs
+  for url in image_urls:
+    # Download the image from the URL
+    response = requests.get(url)
+
+    # Load the image data into PIL format
+    image = Image.open(BytesIO(response.content))
+
+    # Add the image to the list
+    images.append(image)
+
+ 
+  df = pd.DataFrame(image_prompts, columns=["Lexica Prompt"], index=range(1, len(image_prompts)+1))
+
+ 
+  df.index.name = "Sr. No."
+
+ 
+  for image in images:
+ 
+    array = np.array(image)
+
+ 
+  return images , df
+design='india'
+# lexica(design)
+
+inputs =[ gr.Textbox(label = 'Enter prompt to search Lexica.art'),
+         gr.Slider(label='Number of images ', minimum = 4, maximum = 20, step = 1, value = 4)]
+ 
+outputs=     [gr.Gallery(lable='Output gallery').style(grid=1),
+              gr.Dataframe(label='prompts for corresponding images')]
+
+# Create and launch the interface
+interface = gr.Interface(lexica,
+    inputs=inputs,
+    outputs=outputs,
+    examples =[ ['trending digital art', 5],
+                  ['beautiful home', 5],
+               ['interior design of living room', 5]]
+                  ,
+     title = "" +' 🔍 🖌️🎨 Lexica Art - A Search Engine for Generative Art Prompts and Works '+ "",
+     description="🔍🖌️ 🎨 lexica huggingface space  , Find inspiration and discover new generative artworks with Lexica Art, a search engine built  by  by @[Sharif shameem](https://twitter.com/sharifshameem) . Explore a vast collection of prompts and corresponding artworks, and let your imagination take over as you create your own masterpieces. 💡🖌️ spaces built with ❤️   @[Xhaheen](https://www.linkedin.com/in/sallu-mandya)")
+
+interface.launch(debug=True)