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| from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| # 两个适合练习 Agent Tool 机制的简单工具 | |
| from smolagents import tool | |
| import random | |
| def add_numbers(a: int, b: int) -> int: | |
| """ | |
| Add two integers together. | |
| Args: | |
| a: first integer | |
| b: second integer | |
| """ | |
| return a + b | |
| def random_motivation(name: str) -> str: | |
| """ | |
| Return a random motivational message for the user. | |
| Args: | |
| name: user's name | |
| """ | |
| messages = [ | |
| f"{name}, keep going — progress compounds.", | |
| f"{name}, consistency beats intensity.", | |
| f"{name}, today is a good day to build something.", | |
| f"{name}, small steps still move you forward.", | |
| ] | |
| return random.choice(messages) | |
| final_answer = FinalAnswerTool() | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct', | |
| custom_role_conversions=None, | |
| ) | |
| # Import tool from Hub | |
| image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| # Load system prompt from prompt.yaml file | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer,add_numbers,random_motivation], # 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 # Pass system prompt to CodeAgent | |
| ) | |
| GradioUI(agent).launch() |