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9cc8180
1
Parent(s):
a06a87c
Add code agent with Gradio UI
Browse files- app.py +67 -0
- prompts.yaml +3 -0
- requirement.txt +5 -0
app.py
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import datetime
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import requests
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import pytz
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import yaml
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from tools.final_answer import FinalAnswerTool
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# Import Gradio UI (Ensure Gradio_UI is correctly implemented)
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from Gradio_UI import GradioUI
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# Custom tool that does nothing (placeholder)
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@tool
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def my_custom_tool(arg1: str, arg2: int) -> str:
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"""A tool that does nothing yet.
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Args:
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arg1: The first argument
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arg2: The second argument
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"""
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return "What magic will you build?"
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# Tool to get the current time in a specified timezone
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""A tool that fetches the current local time in a specified timezone.
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Args:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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tz = pytz.timezone(timezone)
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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# Initialize the final answer tool
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final_answer = FinalAnswerTool()
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# Initialize the model
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
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custom_role_conversions=None,
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)
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# Import image generation tool from Hub
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# Load system prompt from prompt.yaml file
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with open("prompts.yaml", 'r') as stream:
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prompt_templates = yaml.safe_load(stream)
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# Create the CodeAgent with tools and prompt templates
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agent = CodeAgent(
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model=model,
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tools=[final_answer, my_custom_tool, get_current_time_in_timezone, image_generation_tool], # Include all tools
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name="Code Agent",
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description="An intelligent agent for performing various tasks.",
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prompt_templates=prompt_templates
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)
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# Launch the Gradio UI
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GradioUI(agent).launch()
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prompts.yaml
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prompts:
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- role: system
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content: "You are an assistant designed to code."
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requirement.txt
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smolagents
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gradio
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pytz
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PyYAML
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requests
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