agent / app.py
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Update app.py
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, Tool
from smolagents.default_tools import FinalAnswerTool, VisitWebpageTool
from Gradio_UI import GradioUI
# from langchain.agents import load_tools
import datetime
import yaml
from typing import Optional
from my_tools import *
# Free Distill-R1 Model:
# `deepseek-ai/DeepSeek-R1-Distill-Qwen-32B`
# If the agent does not answer, the model is overloaded, please use another model or the original Hugging Face Endpoint for contains qwen2.5 coder:
# 'Qwen/Qwen2.5-Coder-32B-Instruct'
model = HfApiModel(
max_tokens=15000,
temperature=0.5,
model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud', # Endpoint with 'Qwen/Qwen2.5-Coder-32B-Instruct'
custom_role_conversions=None,
)
# Init tools
final_answer = FinalAnswerTool()
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
search_tool = DuckDuckGoSearchTool()
visit_webpage_tool = VisitWebpageTool()
# wolfram_tool = Tool.from_langchain(load_tools(["wolfram-alpha"])[0])
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent = CodeAgent(
model=model,
tools=[
final_answer,
# wolfram_tool,
wolfram_alpha,
search_tool,
image_generation_tool,
get_weather,
get_joke,
search_wikipedia,
get_current_time_in_timezone,
visit_webpage_tool
],
max_steps=10,
verbosity_level=2,
grammar=None,
planning_interval=3,
name=None,
description=None,
prompt_templates=prompt_templates
)
GradioUI(agent).launch()