add kandinsky support - cuda issue

scripts/image_gen.py

@@ -0,0 +1,44 @@
+from kandinsky2 import get_kandinsky2
+from config import Config
+
+cfg = Config()
+
+def generate_image(prompt):
+        
+    model = get_kandinsky2('cuda', task_type='text2img', model_version='2.1', use_flash_attention=False)
+    images = model.generate_text2img(
+        "red cat, 4k photo", # prompt
+        num_steps=100,
+        batch_size=1, 
+        guidance_scale=4,
+        h=768, w=768,
+        sampler='p_sampler', 
+        prior_cf_scale=4,
+        prior_steps="5"
+    )
+    return images
+    
+    # base_url = 'http://export.arxiv.org/api/query?'
+    # query = f'search_query=all:{search_query}&start=0&max_results={max_results}'
+    # url = base_url + query
+    # response = requests.get(url)
+
+    # if response.status_code == 200:
+    #     soup = BeautifulSoup(response.content, 'xml')
+    #     entries = soup.find_all('entry')
+
+    #     articles = []
+    #     for entry in entries:
+    #         title = entry.title.text.strip()
+    #         url = entry.id.text.strip()
+    #         published = entry.published.text.strip()
+
+    #         articles.append({
+    #             'title': title,
+    #             'url': url,
+    #             'published': published
+    #         })
+
+    #     return articles
+    # else:
+    #     return None