appy.py

app.py

@@ -1,53 +1,69 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
 import datetime
 import requests
 import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
-
 from Gradio_UI import GradioUI
 
-# Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
+def search_hf_models(query: str, task: str = None) -> str:
+    """Searches Hugging Face models by query/task.
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        query: Search terms (e.g., 'text classification')
+        task: Filter by task (e.g., 'text-classification')
+    Returns formatted model information with URLs
     """
-    return "What magic will you build ?"
+    try:
+        params = {"search": query, "filter": task} if task else {"search": query}
+        response = requests.get(
+            "https://huggingface.co/api/models",
+            params=params,
+            headers={"Accept": "application/json"}
+        )
+        response.raise_for_status()
+        
+        results = []
+        for model in response.json()[:5]:  # Top 5 results
+            model_info = f"""
+            🧠 **{model['modelId']}**
+            - Author: {model['author']}
+            - Downloads: {model['downloads']:,}
+            - Tasks: {', '.join(model.get('tags', []))}
+            - URL: https://huggingface.co/{model['modelId']}
+            """
+            results.append(model_info)
+            
+        return "\n\n".join(results) if results else "No models found"
+        
+    except Exception as e:
+        return f"Search error: {str(e)}"
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
-    """A tool that fetches the current local time in a specified timezone.
+    """Fetches current local time in specified timezone.
     Args:
-        timezone: A string representing a valid timezone (e.g., 'America/New_York').
+        timezone: Valid timezone (e.g., 'America/New_York')
     """
     try:
-        # Create timezone object
         tz = pytz.timezone(timezone)
-        # Get current time in that timezone
         local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
-        return f"The current local time in {timezone} is: {local_time}"
+        return f"Current time in {timezone}: {local_time}"
     except Exception as e:
-        return f"Error fetching time for timezone '{timezone}': {str(e)}"
-
+        return f"Timezone error: {str(e)}"
 
 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' 
+# Fallback endpoint if model is overloaded:
+# 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,
+    max_tokens=2096,
+    temperature=0.5,
+    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+    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:
@@ -55,7 +71,12 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[
+        final_answer,
+        search_hf_models,
+        get_current_time_in_timezone,
+        image_generation_tool
+    ],
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -65,5 +86,4 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
-
 GradioUI(agent).launch()