File size: 2,500 Bytes
608c807 9b5b26a c19d193 6aae614 8fd5ca8 9b5b26a 8fd5ca8 608c807 5df72d6 9b5b26a 8fd5ca8 608c807 8fd5ca8 9b5b26a 8fd5ca8 9b5b26a 8fd5ca8 9b5b26a 608c807 9b5b26a 8c01ffb 6aae614 ae7a494 8fd5ca8 ae7a494 608c807 ae7a494 e121372 608c807 13d500a 8c01ffb 9b5b26a 8c01ffb 608c807 861422e 608c807 8c01ffb 8fe992b 608c807 8fd5ca8 608c807 8c01ffb 608c807 8fe992b 9b5b26a 608c807 |
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 |
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 tools.web_search import DuckDuckGoSearchTool
from Gradio_UI import GradioUI
search_tool = DuckDuckGoSearchTool()
visit_webpage_tool = VisitWebpageTool()
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def get_design_specs_for_year(
year: str,
) -> str: # it's import to specify the return type
"""A tool that
Args:
year: the year of the design specs
"""
return search_tool(f"What is the relevant design specs for {year}?")
@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()
# 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,
search_tool,
visit_webpage_tool,
get_design_specs_for_year,
image_generation_tool,
], ## 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()
|