File size: 4,129 Bytes
54ddbbb
f1acb6e
9b5b26a
 
 
c19d193
6aae614
9d8570b
b2641d9
f1acb6e
8fe992b
9b5b26a
 
f1acb6e
8c6f6cb
5a0bd5a
ed7e786
5a0bd5a
ed7e786
5a0bd5a
 
 
 
 
ed7e786
 
 
 
 
 
 
 
5a0bd5a
 
 
 
 
 
 
 
 
 
 
ed7e786
 
5a0bd5a
ed7e786
5a0bd5a
 
ed7e786
5a0bd5a
ed7e786
5a0bd5a
ed7e786
 
 
 
 
 
 
 
 
 
 
 
 
 
5a0bd5a
ed7e786
 
5a0bd5a
f1acb6e
 
0a016a9
 
 
 
f1acb6e
 
 
 
 
9b5b26a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8c01ffb
 
6aae614
f1acb6e
9d8570b
ae7a494
 
 
 
e121372
bf6d34c
 
29ec968
fe328e0
13d500a
8c01ffb
 
9b5b26a
 
8c01ffb
861422e
 
9b5b26a
8c01ffb
8fe992b
5a0bd5a
8c01ffb
 
 
 
 
 
861422e
8fe992b
 
233c07d
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
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()