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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool,Tool,VisitWebpageTool | |
| import datetime | |
| import requests | |
| import os | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| def suggest_menu(occasion: str) -> str: | |
| """ | |
| Suggests a menu based on the occasion. | |
| Args: | |
| occasion: The type of occasion for the party. | |
| """ | |
| if occasion == "casual": | |
| return "Pizza, snacks, and drinks." | |
| elif occasion == "formal": | |
| return "3-course dinner with wine and dessert." | |
| elif occasion == "superhero": | |
| return "Buffet with high-energy and healthy food." | |
| else: | |
| return "Custom menu for the butler." | |
| def catering_service_tool(query: str) -> str: | |
| """ | |
| This tool returns the highest-rated catering service in Gotham City. | |
| Args: | |
| query: A search term for finding catering services. | |
| """ | |
| # Example list of catering services and their ratings | |
| services = { | |
| "Gotham Catering Co.": 4.9, | |
| "Wayne Manor Catering": 4.8, | |
| "Gotham City Events": 4.7, | |
| } | |
| # Find the highest rated catering service (simulating search query filtering) | |
| best_service = max(services, key=services.get) | |
| return best_service | |
| class SuperheroPartyThemeTool(Tool): | |
| name = "superhero_party_theme_generator" | |
| description = """ | |
| This tool suggests creative superhero-themed party ideas based on a category. | |
| It returns a unique party theme idea.""" | |
| inputs = { | |
| "category": { | |
| "type": "string", | |
| "description": "The type of superhero party (e.g., 'classic heroes', 'villain masquerade', 'futuristic Gotham').", | |
| } | |
| } | |
| output_type = "string" | |
| def forward(self, category: str): | |
| themes = { | |
| "classic heroes": "Justice League Gala: Guests come dressed as their favorite DC heroes with themed cocktails like 'The Kryptonite Punch'.", | |
| "villain masquerade": "Gotham Rogues' Ball: A mysterious masquerade where guests dress as classic Batman villains.", | |
| "futuristic Gotham": "Neo-Gotham Night: A cyberpunk-style party inspired by Batman Beyond, with neon decorations and futuristic gadgets." | |
| } | |
| return themes.get(category.lower(), "Themed party idea not found. Try 'classic heroes', 'villain masquerade', or 'futuristic Gotham'.") | |
| 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/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded | |
| 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, DuckDuckGoSearchTool(),VisitWebpageTool(), | |
| suggest_menu, | |
| catering_service_tool, | |
| SuperheroPartyThemeTool() | |
| ], ## add your tools here (don't remove final answer) | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name="Party planner", | |
| description="Search for the best music recommendations for a party at the Wayne's mansion.", | |
| prompt_templates=prompt_templates, | |
| additional_authorized_imports=['datetime'] | |
| ) | |
| GradioUI(agent).launch() |