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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool |
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import datetime |
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import requests |
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import pytz |
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import yaml |
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from tools.final_answer import FinalAnswerTool |
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from Gradio_UI import GradioUI |
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@tool |
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def xkcd_tool(id:int = 0)-> str: |
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"""A tool that fetches XKCD comics. For the latest comic do not pass an id argument. |
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This tool will return the requested comic title, alt text, and a url which points to the comic image. |
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Create a Markdown version of the comic with the following requirements: |
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- The title should be a level 1 header. |
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- The alt text should be a blcokquote. |
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- The image should be displayed. using the following syntax:  |
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The Final Answer should be This markdown string |
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Args: |
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id: a number representing a valid XKCD comic ID, or none for the latest comic. |
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""" |
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try: |
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url = f"https://xkcd.com/{id}/info.0.json" if id else "https://xkcd.com/info.0.json" |
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response = requests.get(url) |
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if response.status_code == 200: |
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data = response.json() |
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return { |
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"title": data["title"], |
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"alt": data["alt"], |
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"img_url": data["img"] |
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} |
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else: |
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return "Failed to fetch XKCD comic" |
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except Exception as e: |
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return f"Error fetching XKCD comic: {str(e)}" |
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@tool |
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def get_current_time_in_timezone(timezone: str) -> str: |
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"""A tool that fetches the current local time in a specified timezone. |
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Args: |
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timezone: A string representing a valid timezone (e.g., 'America/New_York'). |
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""" |
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try: |
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tz = pytz.timezone(timezone) |
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S") |
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return f"The current local time in {timezone} is: {local_time}" |
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except Exception as e: |
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return f"Error fetching time for timezone '{timezone}': {str(e)}" |
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final_answer = FinalAnswerTool() |
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model = HfApiModel( |
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max_tokens=2096, |
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temperature=0.5, |
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model_id='https://jc26mwg228mkj8dw.us-east-1.aws.endpoints.huggingface.cloud', |
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custom_role_conversions=None, |
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) |
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) |
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with open("prompts.yaml", 'r') as stream: |
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prompt_templates = yaml.safe_load(stream) |
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agent = CodeAgent( |
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model=model, |
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tools=[final_answer,get_current_time_in_timezone,xkcd_tool], |
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max_steps=6, |
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verbosity_level=1, |
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grammar=None, |
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planning_interval=None, |
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name=None, |
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description=None, |
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prompt_templates=prompt_templates |
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) |
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GradioUI(agent).launch() |