pip install smolagents -U

from huggingface_hub import login

login()

from smolagents import CodeAgent, DuckDuckGoSearchTool, InferenceClientModel

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

agent.run("Search for the best music recommendations for a party at the Wayne's mansion.")

 ─ Executing parsed code: ──────────────────────────────────────────────────────────────────────────────────────── 
  results = web_search(query="best music for a Batman party")                                                      
  print(results)                                                                                                   
 ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── 

from smolagents import CodeAgent, tool, InferenceClientModel

# 根据场合建议菜单的工具
@tool
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."

# 管家阿尔弗雷德，为派对准备菜单
agent = CodeAgent(tools=[suggest_menu], model=InferenceClientModel())

# 为派对准备正式菜单
agent.run("Prepare a formal menu for the party.")

from smolagents import CodeAgent, InferenceClientModel
import numpy as np
import time
import datetime

agent = CodeAgent(tools=[], model=InferenceClientModel(), additional_authorized_imports=['datetime'])

agent.run(
    """
    Alfred needs to prepare for the party. Here are the tasks:
    1. Prepare the drinks - 30 minutes
    2. Decorate the mansion - 60 minutes
    3. Set up the menu - 45 minutes
    3. Prepare the music and playlist - 45 minutes

    If we start right now, at what time will the party be ready?
    """
)

# 更改为你的用户名和仓库名
agent.push_to_hub('sergiopaniego/AlfredAgent')

# 更改为你的用户名和仓库名
alfred_agent = agent.from_hub('sergiopaniego/AlfredAgent')

alfred_agent.run("Give me the best playlist for a party at Wayne's mansion. The party idea is a 'villain masquerade' theme")  

from smolagents import CodeAgent, DuckDuckGoSearchTool, FinalAnswerTool, InferenceClientModel, Tool, tool, VisitWebpageTool

@tool
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."

@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.
    """
    # 餐饮服务及其评分的示例列表    
    services = {
        "Gotham Catering Co.": 4.9,
        "Wayne Manor Catering": 4.8,
        "Gotham City Events": 4.7,
    }
    
    # 找到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

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'.")


# 管家阿尔弗雷德，为派对准备菜单
agent = CodeAgent(
    tools=[
        DuckDuckGoSearchTool(), 
        VisitWebpageTool(),
        suggest_menu,
        catering_service_tool,
        SuperheroPartyThemeTool()
    ], 
    model=InferenceClientModel(),
    max_steps=10,
    verbosity_level=2
)

agent.run("Give me best playlist for a party at the Wayne's mansion. The party idea is a 'villain masquerade' theme")

pip install opentelemetry-sdk opentelemetry-exporter-otlp openinference-instrumentation-smolagents

import os
import base64

LANGFUSE_PUBLIC_KEY="pk-lf-..."
LANGFUSE_SECRET_KEY="sk-lf-..."
LANGFUSE_AUTH=base64.b64encode(f"{LANGFUSE_PUBLIC_KEY}:{LANGFUSE_SECRET_KEY}".encode()).decode()

os.environ["OTEL_EXPORTER_OTLP_ENDPOINT"] = "https://cloud.langfuse.com/api/public/otel" # EU 数据区域
# os.environ["OTEL_EXPORTER_OTLP_ENDPOINT"] = "https://us.cloud.langfuse.com/api/public/otel" # US 数据区域
os.environ["OTEL_EXPORTER_OTLP_HEADERS"] = f"Authorization=Basic {LANGFUSE_AUTH}"

from opentelemetry.sdk.trace import TracerProvider

from openinference.instrumentation.smolagents import SmolagentsInstrumentor
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk.trace.export import SimpleSpanProcessor

trace_provider = TracerProvider()
trace_provider.add_span_processor(SimpleSpanProcessor(OTLPSpanExporter()))

SmolagentsInstrumentor().instrument(tracer_provider=trace_provider)

from smolagents import CodeAgent, InferenceClientModel

agent = CodeAgent(tools=[], model=InferenceClientModel())
alfred_agent = agent.from_hub('sergiopaniego/AlfredAgent', trust_remote_code=True)
alfred_agent.run("Give me the best playlist for a party at Wayne's mansion. The party idea is a 'villain masquerade' theme")