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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool, LiteLLMModel | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| import os | |
| import pokebase as pb | |
| from Gradio_UI import GradioUI | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def my_cutom_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() | |
| model = LiteLLMModel( | |
| api_key = os.environ["HF_TOKEN"], | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id= os.environ['MODEL'],# it is possible that this model may be overloaded | |
| custom_role_conversions=None, | |
| ) | |
| def get_pokemon_information(pokemon_name: str) -> dict: | |
| """ | |
| This tool gives information about a pokemon. | |
| Just pass the name of the pokemon as an argument in the string format. | |
| The information given is: | |
| - Moves | |
| - Abilities | |
| - Types | |
| - Pokémon Evolution Chains | |
| - base_experience | |
| - stats | |
| - weight | |
| - height | |
| Use this tool to get the information about a pokemon else use the web search tool. | |
| Args: | |
| pokemon_name: The name of the pokemon. | |
| Returns: | |
| dict: A dictionary conaining The information about the pokemon like moves, abilities, types, evolution chains, base experience, stats, weight, height, sprites | |
| """ | |
| if type(pokemon_name) != str: | |
| return "Please pass the pokemon name as a string" | |
| client = pb | |
| pokemon = client.pokemon(pokemon_name) | |
| if pokemon is None: | |
| return "Please pass a valid pokemon name" | |
| evolution_number = client.pokemon_species(pokemon_name).evolution_chain.id | |
| e_chain = client.evolution_chain(evolution_number).chain | |
| e2 = "none" | |
| e3 = "none" | |
| e1 = e_chain.species.name | |
| if len(e_chain.evolves_to)>0: | |
| e2 = e_chain.evolves_to[0].species.name | |
| if len(e_chain.evolves_to[0].evolves_to)>0: | |
| e3 = e_chain.evolves_to[0].evolves_to[0].species.name | |
| chain_str = f"Evolution chain is: {e1} -> {e2} -> {e3}" | |
| pokemon_info = { | |
| "moves": str([move.name for move in pb.move(pokemon_name).results[:10]]), | |
| "types": str([type.type.name for type in pokemon.types]), | |
| "stats": str({ stats.stat.name: pokemon.stats[i].base_stat for i, stats in enumerate(pokemon.stats)}), | |
| "expierience": pokemon.base_experience, | |
| "species": pokemon.species, | |
| "weight": pokemon.weight, | |
| "height": pokemon.height, | |
| "abilities": str([ability.ability for ability in pokemon.abilities]), | |
| "evolution_chain": chain_str | |
| } | |
| return pokemon_info | |
| web_search_tool = DuckDuckGoSearchTool() | |
| # Import tool from Hub | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, get_pokemon_information, web_search_tool], ## 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() |