app.py

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
import openai
system_prompt ="""
Your are a helpful math assistant
Your task resides on helping me with math problems,in specific problems related to right triangles
Whenever I ask you to find a hypotenuse you will use the tool find_hypotenuse
The way you use the tools is by specifying a json blob.
Specifically, this json should have an `action` key (with the name of the tool to use) and an 
`action_input` key (with the input to the tool going here).

The only values that should be in the "action" field are:
find_hypotenuse: Get the hypotenuse from the given cathetus, args: {"cathetus1": {"type": "int"},"cathetus2": {"type": "int"}}}
example use :
{{
    "action": "find_hypotenuse",
    cathetus1s: {1},
    cathetus2: {2},
}}
Once you solve the problem and you have the answer this will be your following answer:
example: The hypotenuse of the right triangle is x 







"""
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def find_hypotenuse(cathetus1: int, cathetus2: int) -> int:  # 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
    Args:
        cathetus1
        cathetus2
        hypotenuse = (cathetus1**2 + cathetus2**2)**(1/2)
    """
    return hypotenuse


@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a 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}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {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'

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)

agent = CodeAgent(
    model=model,
    tools=[find_hypotenuse],  ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=system_prompt,
    prompt_templates=prompt_templates
)

GradioUI(agent).launch()