|
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 |
|
|
|
|
|
|
|
@tool |
|
def my_job_tool(arg1: str)-> str: |
|
|
|
"""A tool that fetches jobs offers located in France from linkedin website |
|
Args: |
|
arg1: A string representing a job position that the user looking for (e.g,'data scientis','marketing', 'pilote') |
|
""" |
|
|
|
url = "https://fresh-linkedin-profile-data.p.rapidapi.com/search-jobs" |
|
|
|
payload = { |
|
"keywords": arg1, |
|
"geo_code": 105015875, |
|
"date_posted": "Any time", |
|
"experience_levels": [], |
|
"title_ids": [], |
|
"onsite_remotes": [], |
|
"functions": [], |
|
"industries": [], |
|
"job_types": [], |
|
"sort_by": "Most relevant", |
|
"easy_apply": "false", |
|
"under_10_applicants": "false", |
|
"start": 0 |
|
} |
|
|
|
try: |
|
headers = { |
|
"x-rapidapi-key": "7aecb4cbd6msha8da9af808d2e76p13d68fjsn9c8adf856ba2", |
|
"x-rapidapi-host": "fresh-linkedin-profile-data.p.rapidapi.com", |
|
"Content-Type": "application/json" |
|
} |
|
|
|
response = requests.post(url, json=payload, headers=headers) |
|
jobs = response.json().get("data", [])[:5] |
|
|
|
return "\n\n".join( |
|
f"{job.get('job_title', 'No title')} at {job.get('company', 'Unknown company')}\n" |
|
f"Location: {job.get('location', 'Unknown location')}\n" |
|
f"Link: {job.get('job_url', 'No URL')}" |
|
for job in jobs |
|
) |
|
return result |
|
|
|
except Exception as e: |
|
return f"Error fetching time for timezone '{timezone}': {str(e)}" |
|
|
|
|
|
@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: |
|
|
|
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)}" |
|
|
|
|
|
final_answer = FinalAnswerTool() |
|
|
|
|
|
|
|
|
|
model = HfApiModel( |
|
max_tokens=2096, |
|
temperature=0.5, |
|
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', |
|
custom_role_conversions=None, |
|
) |
|
|
|
|
|
|
|
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,my_job_tool], |
|
max_steps=6, |
|
verbosity_level=1, |
|
grammar=None, |
|
planning_interval=None, |
|
name=None, |
|
description=None, |
|
prompt_templates=prompt_templates |
|
) |
|
|
|
|
|
GradioUI(agent).launch() |