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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool |
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import datetime |
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import json |
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import requests |
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import xml.etree.ElementTree as ET |
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import time |
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import pytz |
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import yaml |
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from tools.final_answer import FinalAnswerTool |
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from Gradio_UI import GradioUI |
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@tool |
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def get_boardgame_from_bgg(name: str) -> str: |
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"""A tool to get boardgame details form Boardgamegeek community site using the BGG xml api |
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Args: |
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name: boardgame name |
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Returns name, id, rank in BGG, description and link to selected boardgame |
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""" |
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search_url = f"https://boardgamegeek.com/xmlapi2/search?query={name}&type=boardgame" |
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response = requests.get(search_url) |
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if response.status_code != 200: |
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return '{"error": "BoardGameGeek could not be reached"})' |
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root = ET.fromstring(response.content) |
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items = root.findall(".//item") |
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if not items: |
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return '{"error": "game not found"}' |
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game_id = items[0].get('id') |
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time.sleep(1) |
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details_url = f"https://boardgamegeek.com/xmlapi2/thing?id={game_id}&stats=1" |
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response = requests.get(details_url) |
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if response.status_code != 200: |
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return '{"error": "game detail not found"}' |
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root = ET.fromstring(response.content) |
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name = root.find(".//name[@type='primary']").get('value') |
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description = root.find(".//description").text |
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rank = root.find(".//rank[@name='boardgame']").get('value') |
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return json.dumps({ |
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"name": name, |
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"id": game_id, |
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"description": description[:500] + "..." if description and len(description) > 500 else description, |
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"rank": int(rank), |
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"bgg_url": f"https://boardgamegeek.com/boardgame/{game_id}" |
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}) |
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@tool |
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def get_current_time_in_timezone(timezone: str) -> str: |
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"""A tool that fetches the current local time in a specified timezone. |
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Args: |
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timezone: A string representing a valid timezone (e.g., 'America/New_York'). |
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""" |
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try: |
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tz = pytz.timezone(timezone) |
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S") |
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return f"The current local time in {timezone} is: {local_time}" |
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except Exception as e: |
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return f"Error fetching time for timezone '{timezone}': {str(e)}" |
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final_answer = FinalAnswerTool() |
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model = HfApiModel( |
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max_tokens=1048, |
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temperature=0.5, |
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model_id='deepseek-ai/DeepSeek-R1-Distill-Qwen-32B', |
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custom_role_conversions=None, |
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) |
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image_generation_tool = load_tool("m-ric/text-to-image", trust_remote_code=True) |
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with open("prompts.yaml", 'r') as stream: |
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prompt_templates = yaml.safe_load(stream) |
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agent = CodeAgent( |
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model=model, |
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tools=[get_boardgame_from_bgg, DuckDuckGoSearchTool() , image_generation_tool, final_answer], |
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max_steps=6, |
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verbosity_level=1, |
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grammar=None, |
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planning_interval=None, |
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name=None, |
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description=None, |
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prompt_templates=prompt_templates |
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) |
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GradioUI(agent).launch() |