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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 ! | |
def retrieve_products() -> list: | |
"""A tool that retrieves Amazon product items with price ranges and returns them as a list | |
""" | |
return [ | |
{ | |
"name": "Coleman Portable Camping Stove with Dual Burners", | |
"description": "Compact propane stove with two adjustable burners, perfect for cooking meals on the trail.", | |
"price_range": "$45 - $60" | |
}, | |
{ | |
"name": "MSR PocketRocket 2 Ultralight Backpacking Stove", | |
"description": "Lightweight canister stove that boils water in under 3 minutes, ideal for quick meals while hiking.", | |
"price_range": "$40 - $55" | |
}, | |
{ | |
"name": "GSI Outdoors Pinnacle Camper Cookset (7-Piece)", | |
"description": "Complete cookware set including pots, pans, mugs, and a cutting board, all nesting together for easy backpacking transport.", | |
"price_range": "$55 - $70" | |
}, | |
{ | |
"name": "Mountain House Gourmet Freeze-Dried Meals (Assortment Pack)", | |
"description": "Variety pack of gourmet freeze‑dried entrees that rehydrate with boiling water—great for nutritious trail meals.", | |
"price_range": "$30 - $45" | |
}, | |
{ | |
"name": "Snow Peak Titanium Mini Solo Grill", | |
"description": "Durable, lightweight titanium grill that folds flat for backpacking and can be used over campfires for grilling small portions.", | |
"price_range": "$70 - $90" | |
}, | |
{ | |
"name": "Sea to Summit Ultra-Sil Nano Towel (Pack of 2)", | |
"description": "Super‑absorbent, quick‑dry towel perfect for cleaning dishes or wiping down cooking gear on the trail.", | |
"price_range": "$12 - $18" | |
}, | |
{ | |
"name": "UCO 6‑Cup Collapsible Coffee Press", | |
"description": "Portable coffee press that collapses to a flat disc, allowing hikers to brew fresh coffee without extra equipment.", | |
"price_range": "$20 - $30" | |
}, | |
{ | |
"name": "Primus Trailbreaker 3‑Litre Pot", | |
"description": "Stainless‑steel pot with a built‑in lid and detachable handle, designed for boiling water and cooking larger meals on the trail.", | |
"price_range": "$25 - $35" | |
}, | |
{ | |
"name": "LumiCamps Portable Camping Kitchen Set", | |
"description": "All‑in‑one kitchen system with a stove, cookware, spice containers, and a fold‑out table, all fitting in a single backpack‑size case.", | |
"price_range": "$85 - $110" | |
}, | |
{ | |
"name": "REI Co‑op Trail Kitchen Heavy‑Duty Spork", | |
"description": "Stainless steel spork with a built‑in bottle opener and a sturdy hook for hanging on a backpack strap.", | |
"price_range": "$8 - $12" | |
} | |
] | |
def my_custom_tool(arg1:str, arg2: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 | |
"""A tool that does nothing yet | |
Args: | |
arg1: the first argument | |
arg2: the second argument | |
""" | |
return "What magic will you build ?" | |
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/Qwen3-Coder-30B-A3B-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) | |
agent = CodeAgent( | |
model=model, | |
tools=[final_answer,get_current_time_in_timezone,retrieve_products], ## 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() |