Update app.py

app.py

@@ -1,4 +1,4 @@
-from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
+from smolagents import Tool, FinalAnswerTool, ToolCallingAgent, DuckDuckGoSearchTool, tool, LiteLLMModel, PythonInterpreterTool, InferenceClientModel
 import datetime
 import requests
 import pytz
@@ -8,86 +8,38 @@ from Gradio_UI import GradioUI
 
 
 @tool
-def translate_english_to_french(text: str) -> str:
+def sum_tool(a: float, b: float) -> float:
     """
-    Translates English text into French.
+    Returns the sum of two numbers
 
     Args:
-        text (str): English text to be translated.
+        a: The first value.
+        b: The second value.
 
-    Returns:
-        str: The translated French text.
     """
-    local_model = HfApiModel(
-        model_id="Qwen/Qwen2.5-Coder-32B-Instruct",
-        max_tokens=256,
-        temperature=0.2,
-    )
-
-    response = local_model(
-        f"Translate the following English text into French. "
-        f"Output only the translation:\n{text}"
-    )
-
-    return response
-
-
-
+    return a + b
 
 @tool
-def get_current_time_in_timezone(timezone: str) -> str:
+def sub_tool(a: float, b: float) -> float:
     """
-    Fetches the current local time for a given timezone.
+    Returns the difference of two numbers
 
     Args:
-        timezone (str): A valid IANA timezone string
-            (for example: "America/New_York", "Europe/Paris", "Africa/Lagos").
+        a: The first value.
+        b: The second value.
 
-    Returns:
-        str: The current local time in the specified timezone.
     """
-    try:
-        tz = pytz.timezone(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)}"
-
+    return a - b
 
 
 final_answer = FinalAnswerTool()
 
-model = HfApiModel(
-    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:
-    prompt_templates = yaml.safe_load(stream)
+model = LiteLLMModel(model_id="huggingface/google/gemma-2-2b-it")
 
-# 🔴 🔴 🔴 THIS IS THE ONLY CHANGE 🔴 🔴 🔴
-agent = CodeAgent(
+agent = ToolCallingAgent(
+    tools=[sum_tool, sub_tool, PythonInterpreterTool()],
     model=model,
-    tools=[
-        final_answer,               # REQUIRED – do not remove
-        translate_english_to_french,
-        get_current_time_in_timezone,
-        image_generation_tool # 🔴 ADDED HERE
-    ],
-    max_steps=6,
-    verbosity_level=1,
-    grammar=None,
-    planning_interval=None,
-    name=None,
-    description=None,
-    prompt_templates=prompt_templates
+    max_steps=3
 )
 
-GradioUI(agent).launch()
+GradioUI(agent).launch()