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| from smolagents import CodeAgent, HfApiModel, load_tool, tool | |
| import requests | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| def get_btc_price() -> str: | |
| """Fetches the current Bitcoin price in USD using the CoinGecko API.""" | |
| url = "https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd" | |
| response = requests.get(url) | |
| if response.status_code != 200: | |
| return '{"error": "Failed to fetch Bitcoin price"}' | |
| data = response.json() | |
| price = data.get('bitcoin', {}).get('usd') | |
| if price is None: | |
| return '{"error": "Bitcoin price not found"}' | |
| return f"The current Bitcoin price is ${price:.2f} USD." | |
| def visit_webpage(url: str) -> str: | |
| """Visits a webpage at the given URL and returns its content as a markdown string. | |
| Args: | |
| url: The URL of the webpage to visit. | |
| Returns: | |
| The content of the webpage converted to Markdown, or an error message if the request fails. | |
| """ | |
| try: | |
| # Send a GET request to the URL | |
| response = requests.get(url) | |
| response.raise_for_status() # Raise an exception for bad status codes | |
| # Convert the HTML content to Markdown | |
| markdown_content = markdownify(response.text).strip() | |
| # Remove multiple line breaks | |
| markdown_content = re.sub(r"\n{3,}", "\n\n", markdown_content) | |
| return markdown_content | |
| except RequestException as e: | |
| return f"Error fetching the webpage: {str(e)}" | |
| except Exception as e: | |
| return f"An unexpected error occurred: {str(e)}" | |
| # Initialize the FinalAnswerTool | |
| final_answer = FinalAnswerTool() | |
| # Initialize the model | |
| model = HfApiModel( | |
| max_tokens=1000, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct', | |
| custom_role_conversions=None, | |
| ) | |
| # Load additional tools if needed | |
| # For example, to load an image generation tool: | |
| # image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| # Create the agent | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[get_btc_price, visit_webpage, final_answer], # Add your tools here | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=None # Set to None if not using prompt templates | |
| ) | |
| # Launch the Gradio interface | |
| GradioUI(agent).launch() | |