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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 | |
| # Below is an example of a tool that does nothing. Amaze us with your creativity ! | |
| def my_custom_tool(topic: str, num_results: int) -> str: # it's important to specify the return type | |
| # Keep this format for the description / args / args description but feel free to modify the tool | |
| """A tool that analyzes latest technology trends using web search. | |
| Args: | |
| topic: The technology topic to analyze (e.g., artificial intelligence, robotics, blockchain). | |
| num_results: Number of trend highlights the user wants. | |
| """ | |
| try: | |
| search = DuckDuckGoSearchTool() | |
| results = search.run(f"latest trends and news in {topic}") | |
| report = f""" | |
| Tech Trend Analysis | |
| Topic: {topic} | |
| Requested highlights: {num_results} | |
| Latest insights: | |
| {results} | |
| Summary: | |
| These are some of the latest discussions, innovations, and industry | |
| movements related to the topic. This helps users quickly understand | |
| what is trending in technology right now. | |
| """ | |
| return report | |
| except Exception as e: | |
| return f"Error analyzing tech trends: {str(e)}" | |
| 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', 'Asia/Kolkata'). | |
| """ | |
| try: | |
| tz = pytz.timezone(timezone) | |
| local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S") | |
| return f""" | |
| Timezone Information | |
| Timezone: {timezone} | |
| Current Local Time: {local_time} | |
| This helps users know the exact local time in different parts of the world. | |
| """ | |
| except Exception as e: | |
| return f"Error fetching time for timezone '{timezone}': {str(e)}" | |
| 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 = HfApiModel( | |
| max_tokens=2096, | |
| temperature=0.5, | |
| model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# 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, my_custom_tool, get_current_time_in_timezone, image_generation_tool], | |
| max_steps=6, | |
| verbosity_level=1, | |
| grammar=None, | |
| planning_interval=None, | |
| name="First_AI_Agent", | |
| description="An AI assistant that analyzes technology trends, provides worldwide time information, and generates AI images.", | |
| prompt_templates=prompt_templates | |
| ) | |
| GradioUI(agent).launch() |