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| from smolagents import CodeAgent,HfApiModel,load_tool,tool | |
| from smolagents import CodeAgent,DuckDuckGoSearchTool,HfApiModel,load_tool,tool | |
| import datetime | |
| import requests | |
| import pytz | |
| import yaml | |
| from tools.final_answer import FinalAnswerTool | |
| from tools.visit_webpage import VisitWebpageTool | |
| from typing import List, Dict | |
| # from tools.web_search import DuckDuckGoSearchTool | |
| from Gradio_UI import GradioUI | |
| ddg = DuckDuckGoSearchTool(max_results=5) | |
| def github_issues(repo: str, state: str = "open", limit: int = 5) -> List[Dict]: | |
| """ | |
| Fetch recent issues from a public GitHub repo. | |
| Args: | |
| repo: GitHub repo in the form "owner/name" (e.g. "facebook/react"). | |
| state: "open", "closed", or "all". | |
| limit: Maximum number of issues to return (max GitHub default = 30). | |
| Returns: | |
| A list of issues, each as a dict with keys: | |
| - number: int | |
| - title: str | |
| - url: str | |
| - state: str | |
| - labels: List[str] | |
| """ | |
| url = f"https://api.github.com/repos/{repo}/issues" | |
| params = {"state": state, "per_page": min(limit, 30)} | |
| try: | |
| res = requests.get(url, params=params, timeout=8) | |
| res.raise_for_status() | |
| data = res.json() | |
| except Exception as e: | |
| return f"❌ GitHub request error: {e}" | |
| issues_list: List[Dict] = [] | |
| for issue in data: | |
| # Skip PRs (GitHub includes PRs in /issues endpoint) | |
| if "pull_request" in issue: | |
| continue | |
| number = issue.get("number") | |
| title = (issue.get("title") or "No title").strip() | |
| html_url = issue.get("html_url") | |
| state_ = issue.get("state") | |
| labels = [lbl.get("name") for lbl in issue.get("labels", [])] | |
| issues_list.append( | |
| { | |
| "number": number, | |
| "title": title, | |
| "url": html_url, | |
| "state": state_, | |
| "labels": labels, | |
| } | |
| ) | |
| if len(issues_list) >= limit: | |
| break | |
| return issues_list | |
| def web_search(query:str)-> str: | |
| """A tool that runs a DuckDuckGo search and returns a formatted result. | |
| Args: | |
| query: A string representing the query to search for. | |
| """ | |
| try: | |
| results = ddg(query) | |
| return results | |
| except Exception as e: | |
| return f"Error while searching: {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'). | |
| """ | |
| 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)}" | |
| final_answer = FinalAnswerTool() | |
| # web_search = DuckDuckGoSearchTool() | |
| visit_webpage = VisitWebpageTool() | |
| # 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, get_current_time_in_timezone, web_search, visit_webpage, image_generation_tool, github_issues], ## 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() |