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| from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| import random | |
| from tools.final_answer import FinalAnswerTool | |
| from Gradio_UI import GradioUI | |
| def get_trivia_question(category: str, difficulty: str) -> str: | |
| """Fetches a random trivia question from the Open Trivia Database. | |
| Args: | |
| category: The category of the question. Must be one of: | |
| - 'General Knowledge' | |
| - 'Books' | |
| - 'Film' | |
| - 'Music' | |
| - 'Video Games' | |
| - 'Computers' | |
| - 'Mathematics' | |
| - 'Mythology' | |
| - 'Sports' | |
| difficulty: The difficulty level of the question. Must be 'easy', 'medium', or 'hard'. | |
| Returns: | |
| A formatted trivia question with possible answers. | |
| """ | |
| category_map = { | |
| "General Knowledge": 9, | |
| "Books": 10, | |
| "Film": 11, | |
| "Music": 12, | |
| "Video Games": 15, | |
| "Computers": 18, | |
| "Mathematics": 19, | |
| "Mythology": 20, | |
| "Sports": 21 | |
| } | |
| if category not in category_map: | |
| return f"Invalid category. Must be one of: {', '.join(category_map.keys())}" | |
| if difficulty not in ["easy", "medium", "hard"]: | |
| return "Invalid difficulty. Must be 'easy', 'medium', or 'hard'." | |
| question_type = random.choice(["multiple", "boolean"]) | |
| params = { | |
| "amount": 1, | |
| "category": category_map[category], | |
| "difficulty": difficulty, | |
| "type": question_type | |
| } | |
| response = requests.get("https://opentdb.com/api.php", params=params) | |
| if response.status_code != 200: | |
| return "An error occurred while fetching a trivia question." | |
| data = response.json() | |
| if data["response_code"] != 0: | |
| return "No question found for the given criteria." | |
| question_data = data["results"][0] | |
| question = question_data["question"] | |
| correct_answer = question_data["correct_answer"] | |
| incorrect_answers = question_data["incorrect_answers"] | |
| if question_type == "multiple": | |
| options = incorrect_answers + [correct_answer] | |
| random.shuffle(options) | |
| options_text = "\n".join([f"- {opt}" for opt in options]) | |
| return f"Trivia Question: {question}\n\nPossible answers:\n{options_text}\n\nWhat is your answer?" | |
| else: | |
| return f"Trivia Question: {question}\n\nAnswer: True or False?" | |
| 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: | |
| tz = pytz.timezone(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)}" | |
| final_answer = FinalAnswerTool() | |
| model = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-7B-Instruct-1M', | |
| custom_role_conversions=None, | |
| ) | |
| 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_trivia_question, get_current_time_in_timezone], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name=None, | |
| description=None, | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() | |