Add application file2

app.py

@@ -1,4 +1,3 @@
-
 from huggingface_hub import snapshot_download
 import gradio as gr
 import openvino_genai
@@ -73,33 +72,39 @@ generation_executor = ThreadPoolExecutor(max_workers=4)  # Increased workers
 image_executor = ThreadPoolExecutor(max_workers=8)
 
 def fetch_images(query: str, num: int = DEFAULT_NUM_IMAGES) -> list:
-    """Fetch images in parallel using ThreadPoolExecutor"""
+    """Fetch unique images by requesting different result pages"""
     start_time = time.time()
     
     if num <= 0:
         return []
 
     try:
-        futures = []
         service = build("customsearch", "v1", developerKey=GOOGLE_API_KEY)
-        
-        for _ in range(num):
-            future = image_executor.submit(
-                service.cse().list(q=query, cx=GOOGLE_CSE_ID, searchType="image", num=1).execute
-            )
-            futures.append(future)
-        
         image_links = []
-        for future in as_completed(futures):
-            try:
-                res = future.result()
-                if "items" in res and res["items"]:
-                    image_links.append(res["items"][0]["link"])
-            except Exception as e:
-                print(f"Image fetch error: {e}")
+        seen_urls = set()  # To track unique URLs
         
-        print(f"Parallel image fetch time: {time.time() - start_time:.2f} seconds")
-        return image_links
+        # Start from different positions to get unique images
+        for start_index in range(1, num * 2, 2):  # Step by 2 to get different pages
+            if len(image_links) >= num:
+                break
+                
+            res = service.cse().list(
+                q=query,
+                cx=GOOGLE_CSE_ID,
+                searchType="image",
+                num=1,  # Get one result per request
+                start=start_index  # Start at different positions
+            ).execute()
+            
+            if "items" in res and res["items"]:
+                item = res["items"][0]
+                # Skip duplicates
+                if item["link"] not in seen_urls:
+                    image_links.append(item["link"])
+                    seen_urls.add(item["link"])
+        
+        print(f"Unique image fetch time: {time.time() - start_time:.2f} seconds")
+        return image_links[:num]  # Return only the requested number
     except Exception as e:
         print(f"Error in image fetching: {e}")
         return []
@@ -356,11 +361,8 @@ with gr.Blocks(css="""
     gr.HTML("""
     <div class="system-info">
         <strong>Performance Optimized for High-RAM Systems</strong>
-
         <ul>
-           
             <li>Adaptive resource allocation based on request type</li>
-            
         </ul>
     </div>
     """)