from smolagents import CodeAgent, InferenceClientModel, tool

# 假设我们有一个获取最高评分餐饮服务的函数
@tool
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.
    """
   # 示例餐饮服务及评分列表
    services = {
        "Gotham Catering Co.": 4.9,
        "Wayne Manor Catering": 4.8,
        "Gotham City Events": 4.7,
    }
    
    # 查找评分最高的餐饮服务（模拟搜索查询过滤）
    best_service = max(services, key=services.get)
    
    return best_service


agent = CodeAgent(tools=[catering_service_tool], model=InferenceClientModel())

# 运行智能体寻找最佳餐饮服务
result = agent.run(
    "Can you give me the name of the highest-rated catering service in Gotham City?"
)

print(result)   # Output: Gotham Catering Co.

from smolagents import Tool, CodeAgent, InferenceClientModel

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'.")

# 实例化工具
party_theme_tool = SuperheroPartyThemeTool()
agent = CodeAgent(tools=[party_theme_tool], model=InferenceClientModel())

# 运行智能体生成派对主题
result = agent.run(
    "What would be a good superhero party idea for a 'villain masquerade' theme?"
)

print(result)  # Output: "Gotham Rogues' Ball: A mysterious masquerade where guests dress as classic Batman villains."

party_theme_tool.push_to_hub("{your_username}/party_theme_tool", token="<YOUR_HUGGINGFACEHUB_API_TOKEN>")

from smolagents import load_tool, CodeAgent, InferenceClientModel

image_generation_tool = load_tool(
    "m-ric/text-to-image",
    trust_remote_code=True
)

agent = CodeAgent(
    tools=[image_generation_tool],
    model=InferenceClientModel()
)

agent.run("Generate an image of a luxurious superhero-themed party at Wayne Manor with made-up superheros.")

from smolagents import CodeAgent, InferenceClientModel, Tool

image_generation_tool = Tool.from_space(
    "black-forest-labs/FLUX.1-schnell",
    name="image_generator",
    description="Generate an image from a prompt"
)

model = InferenceClientModel("Qwen/Qwen2.5-Coder-32B-Instruct")

agent = CodeAgent(tools=[image_generation_tool], model=model)

agent.run(
    "Improve this prompt, then generate an image of it.", 
    additional_args={'user_prompt': 'A grand superhero-themed party at Wayne Manor, with Alfred overseeing a luxurious gala'}
)

from langchain.agents import load_tools
from smolagents import CodeAgent, InferenceClientModel, Tool

search_tool = Tool.from_langchain(load_tools(["serpapi"])[0])

agent = CodeAgent(tools=[search_tool], model=model)

agent.run("Search for luxury entertainment ideas for a superhero-themed event, such as live performances and interactive experiences.")