Update app.py

app.py

@@ -54,30 +54,41 @@ def generate_keywords(topic: str, num_keywords: int) -> str:
     ]
     
     import random
-
-final_answer = FinalAnswerTool()
-
-# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
-# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
-
-model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
-)
-
-
-# Import tool from Hub
-image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
-
-with open("prompts.yaml", 'r') as stream:
-    prompt_templates = yaml.safe_load(stream)
     
+    # Ensure number of keywords is within reasonable range
+    num_keywords = max(1, min(20, num_keywords))
+    
+    # Generate keyword combinations
+    keywords = set()
+    while len(keywords) < num_keywords:
+        keyword_type = random.randint(1, 3)
+        
+        if keyword_type == 1:
+            keyword = f"{random.choice(modifiers)} {topic}"
+        elif keyword_type == 2:
+            keyword = f"{topic} {random.choice(suffixes)}"
+        else:
+            keyword = f"{random.choice(modifiers)} {topic} {random.choice(suffixes)}"
+            
+        keywords.add(keyword)
+    
+    # Format the response
+    response = f"""Ключевые слова по теме "{topic}":\n\n"""
+    for i, keyword in enumerate(keywords, 1):
+        response += f"{i}. {keyword}\n"
+        
+    return response
+
+# Правильное создание агента
 agent = CodeAgent(
-    model=model,
-    tools=[final_answer],
-    [generate_keywords],## add your tools here (don't remove final answer)
+    model,
+    [
+        image_generation_tool,
+        get_current_time_in_timezone,
+        generate_keywords,
+        final_answer,
+        DuckDuckGoSearchTool()
+    ],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -85,7 +96,7 @@ agent = CodeAgent(
     name=None,
     description=None,
     prompt_templates=prompt_templates
-    )
+)
 
 
 GradioUI(agent).launch()