Update app.py

app.py

@@ -1,60 +1,49 @@
-from smolagents import CodeAgent, 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 bertopic import BERTopic
-from Gradio_UI import GradioUI
 
-# Load BERTopic model
-topic_model = BERTopic.load("MaartenGr/BERTopic_ArXiv")
+from Gradio_UI import GradioUI
 
-@tool
-def my_custom_tool(arg1: str) -> str:
-    """
-    Processes input text and returns a modified version.
+# Below is an example of a tool that does nothing. Amaze us with your creativity!
 
+def my_custom_tool(arg1:str, arg2:int)-> str: # it's important to specify the return type
+    # Keep this format for the tool description / args description but feel free to modify the tool
+    """A tool that does nothing yet 
     Args:
-        arg1 (str): The input text to process.
-
-    Returns:
-        str: The processed text output.
+        arg1: the first argument
+        arg2: the second argument
     """
-    return f"Processed text: {arg1}"
+    return "What magic will you build ?"
 
-@tool
-def extract_main_topic(arg1: str) -> str:
-    """
-    Extracts the main topic from a given text using BERTopic.
 
+def get_current_time_in_timezone(timezone: str) -> str:
+    """A tool that fetches the current local time in a specified timezone.
     Args:
-        arg1 (str): The input text to analyze.
-
-    Returns:
-        str: The extracted main topic.
+        timezone: A string representing a valid timezone (e.g., 'America/New_York').
     """
-    topics, probs = topic_model.transform([arg1])
-    topic_id = topics[0]
+    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}"
+    except Exception as e:
+        return f"Error fetching time for timezone '{timezone}': {str(e)}"
 
-    if topic_id == -1:  # BERTopic assigns -1 to noise (no topic detected)
-        return "No clear topic detected."
-
-    topic_words = topic_model.get_topic(topic_id)
-    
-    if topic_words:
-        keywords = ", ".join([word for word, _ in topic_words])
-        return f"Main Topic Keywords: {keywords}"
-    else:
-        return "No topic detected."
 
 final_answer = FinalAnswerTool()
-
 model = HfApiModel(
-    max_tokens=2096,
-    temperature=0.5,
-    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',  # 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 Hugging Face
+
+# 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:
@@ -62,7 +51,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer, my_custom_tool, extract_main_topic],  # Added extract_main_topic
+    tools=[final_answer], # add your tools here (don't remove final_answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,
@@ -72,4 +61,5 @@ agent = CodeAgent(
     prompt_templates=prompt_templates
 )
 
+
 GradioUI(agent).launch()