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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import json
import requests
import xml.etree.ElementTree as ET
import time
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI
@tool
def get_boardgame_from_bgg(name: str) -> str:
"""A tool to get boardgame details form Boardgamegeek community site using the BGG xml api
Args:
name: boardgame name
Returns name, id, rank in BGG, description and link to selected boardgame
"""
# search for game id
search_url = f"https://boardgamegeek.com/xmlapi2/search?query={name}&type=boardgame"
response = requests.get(search_url)
if response.status_code != 200:
return '{"error": "BoardGameGeek could not be reached"})'
root = ET.fromstring(response.content)
items = root.findall(".//item")
if not items:
return '{"error": "game not found"}'
# We asume first entry as correct result, human interaction to select entry in future version
game_id = items[0].get('id')
# giving bgg api some time to rest
time.sleep(1)
# get game detail
details_url = f"https://boardgamegeek.com/xmlapi2/thing?id={game_id}&stats=1"
response = requests.get(details_url)
if response.status_code != 200:
return '{"error": "game detail not found"}'
root = ET.fromstring(response.content)
# obtain basic information
name = root.find(".//name[@type='primary']").get('value')
description = root.find(".//description").text
rank = root.find(".//rank[@name='boardgame']").get('value')
return json.dumps({
"name": name,
"id": game_id,
"description": description[:500] + "..." if description and len(description) > 500 else description,
"rank": int(rank),
"bgg_url": f"https://boardgamegeek.com/boardgame/{game_id}"
})
@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()
model = HfApiModel(
max_tokens=1048,
temperature=0.5,
#model_id='Qwen/Qwen2.5-Coder-1.5B-Instruct',
#model_id='https://wxknx1kg971u7k1n.us-east-1.aws.endpoints.huggingface.cloud', # it is possible that this model may be overloaded
model_id='deepseek-ai/DeepSeek-R1-Distill-Qwen-32B',
custom_role_conversions=None,
)
# Import tool from Hub
image_generation_tool = load_tool("m-ric/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=[get_boardgame_from_bgg, DuckDuckGoSearchTool() , image_generation_tool, final_answer], ## 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() |