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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from smolagents import LiteLLMModel
from Gradio_UI import GradioUI
# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def custom_number_generator(arg1:int, arg2:int)-> int: #it's import to specify the return type
#Keep this format for the description / args / args description but feel free to modify the tool
"""A tool that generate new number based on input
Args:
arg1: the first argument
arg2: the second argument
"""
return arg1 * 10 + arg2
@tool
def get_mars_time_in_yaohui_land() -> str:
"""A tool that fetches mars time in yaohui land
Args:
timezone: A string representing a valid timezone (e.g., 'America/New_York').
"""
return "0000:1111:2222"
final_answer = FinalAnswerTool()
web_search_tool = DuckDuckGoSearchTool()
# 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 = LiteLLMModel(
model_id="ollama_chat/qwen2:7b", # Or try other Ollama-supported models
api_base="http://127.0.0.1:11434", # Default Ollama local server
num_ctx=8192,
)
# 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=[custom_number_generator, get_mars_time_in_yaohui_land, image_generation_tool, web_search_tool, final_answer], ## 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()
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