hf_tool_calling_agent.py

from smolagents import (
    HfApiModel,
    CodeAgent,
    load_tool,
    Tool,
    InferenceClientModel,
    ToolCallingAgent,
    FinalAnswerTool,
    DuckDuckGoSearchTool,
    VisitWebpageTool,
    GoogleSearchTool,
    PythonInterpreterTool,
)
import os
from huggingface_hub import login
from dotenv import load_dotenv
from langchain.agents import load_tools

load_dotenv()
login(os.environ["HF_API_KEY"])
from sample_questions import QUESTIONS


# Tools

# wikipedia = Tool.from_langchain(load_tools(["wikipedia"])[0])

tools = [
    DuckDuckGoSearchTool(),
    VisitWebpageTool(),
    # PythonInterpreterTool(),
    # FinalAnswerTool(),
    # wikipedia,
]

# Model
# LLM Model
model = HfApiModel(
    "Qwen/Qwen2.5-72B-Instruct",
    provider="together",
    # max_tokens=40096,
    temperature=0.1,
    # token=get_huggingface_token(),
)

# Tool Calling Agent
llm = HfApiModel("Qwen/Qwen2.5-72B-Instruct", temperature=0)

toolCallingAgent = ToolCallingAgent(
    model=model,
    tools=tools,
    max_steps=20,
)

toolCallingAgent.logger.console.width = 66

# question = QUESTIONS[0]
# answer = toolCallingAgent.run(question)
# print(answer)