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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)
@tool
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
@tool
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)}"
@tool
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() |