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| from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| from huggingface_hub import login | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type | |
| #Keep this format for the description / args / args description but feel free to modify the tool | |
| """A tool that does nothing yet, but now can print your name | |
| Args: | |
| arg1: name | |
| arg2: age | |
| """ | |
| return "Hello sir now you're age" | |
| def get_current_time_in_timezone(timezone: str) -> str: | |
| """A tool that fetches the current local time in a specified timezone. | |
| Args: | |
| timezone: A string representing a valid timezone (e.g., 'America/New_York'). | |
| """ | |
| try: | |
| # Create timezone object | |
| tz = pytz.timezone(timezone) | |
| # Get current time in that timezone | |
| local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S") | |
| return f"The current local time in {timezone} is: {local_time}" | |
| except Exception as e: | |
| return f"Error fetching time for timezone '{timezone}': {str(e)}" | |
| def get_last_match(team: str) -> str: | |
| """ | |
| Get the last 5 matches of a team introduced. | |
| Args: | |
| team: string representing a football team name | |
| """ | |
| search_query = f"{team} last 5 matches" | |
| search_results = DuckDuckGoSearchTool().run(search_query) | |
| matches = [] | |
| # Iterate through search results to find matches | |
| for result in search_results: | |
| snippet = result.get('snippet', '').lower() | |
| # Check if snippet contains match-related keywords | |
| if ' vs ' in snippet or 'match' in snippet or 'result' in snippet: | |
| # Split snippet into lines to parse each match | |
| lines = result['snippet'].split('\n') | |
| for line in lines: | |
| # Look for lines indicating a match (e.g., containing 'vs' or dates) | |
| if ' vs ' in line or (' vs. ' in line) or (' - ' in line and ('win' in line or 'draw' in line or 'loss' in line)): | |
| match_info = line.strip() | |
| matches.append(match_info) | |
| if len(matches) >= 5: | |
| break | |
| if len(matches) >= 5: | |
| break | |
| if not matches: | |
| return f"No recent matches found for the team." | |
| # Format the last 5 matches | |
| formatted_matches = "\n".join(matches[:5]) | |
| return formatted_matches | |
| final_answer = FinalAnswerTool() | |
| # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder: | |
| # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' | |
| model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' | |
| model_name = 'deepseek-ai/DeepSeek-R1' | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', | |
| model_id= model_id, #'stabilityai/stable-diffusion-xl-base-1.0',# it is possible that this model may be overloaded | |
| custom_role_conversions=None, | |
| ) | |
| # Import tool from Hub | |
| image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True) | |
| with open("prompts.yaml", 'r') as stream: | |
| prompt_templates = yaml.safe_load(stream) | |
| agent = CodeAgent( | |
| model=model, | |
| tools=[final_answer, get_last_match, image_generation_tool], ## 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 | |
| ) | |
| GradioUI(agent).launch() |