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

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def resume_optimizer_tool(resume_text:str, jd_text: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
    """Uses an LLM to optimize the resume based on the Job Description 
    Args:
        resume_text: User's resume in plaintext
        jd_text: Job Description in plaintext
    """
    return f"""
    [TASK]
    You are a Career Advisor. Your job is to:
    1. Compare the resume and job description
    2. Identify skill/terminology gaps
    3. Suggest improvements to align resume better
    4. Rewrite key sections if needed using professional, clear language.

    [RESUME]:
    {resume_text}

    [JOB DESCRIPTION]:
    {jd_text}

    OUTPUT FORMAT]
    - Missing Keywords:
    - Suggested Additions:
    - Improved Resume Section:

    Start with Missing Keywords.
    """ 

@tool
def project_suggestor(domain: str) -> str:
    """
    A tool that suggests good resume projects based on the domain. Uses an LLM to suggest high-impact AI/ML project ideas for any domain.
    Args:
        domain: The domain of interest (e.g., 'mental health', 'agriculture', 'ecommerce', etc.)
    """
    return f"""
     [TASK]
    You are an AI mentor. Suggest 3 innovative, resume-grade AI/ML project ideas in the domain of: {domain}

    The projects should:
    - Be feasible for a single developer or student
    - Include a practical use-case
    - Be unique, not generic

    Output in numbered list.
    """
    
@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=[final_answer, resume_optimizer_tool, project_suggestor], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()