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import os
from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,OpenAIServerModel, load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from tools.zet import create_link_to_public_transport_map, terminus_to_routes
from tools.web_search import DuckDuckGoSearchTool
from typing import List
from Gradio_UI import GradioUI
# @tool
# def get_route_for_terminus(terminus: str): -> int:
# """A tool that fetches the route number for a given terminus.
# Args:
# terminus: the terminus to search for
# """
# ...
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,
# )
model = OpenAIServerModel(
model_id="gpt-4o-mini",
api_key=os.getenv("OPENAI_API_KEY"),
temperature=0.5,
max_tokens=2096,
)
# 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, create_link_to_public_transport_map, terminus_to_routes],
max_steps=6,
verbosity_level=1,
grammar=None,
planning_interval=None,
name=None,
description=None,
prompt_templates=prompt_templates
)
GradioUI(agent).launch() |