ZJU_czx
42 lines
1.4 KiB
Python
42 lines
1.4 KiB
Python
from pydantic import Field
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from app.agent.toolcall import ToolCallAgent
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from app.config import config
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from app.prompt.visualization import NEXT_STEP_PROMPT, SYSTEM_PROMPT
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from app.tool import Terminate, ToolCollection
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from app.tool.chart_visualization.chart_visualization import ChartVisualization
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from app.tool.chart_visualization.normal_python_execute import NormalPythonExecute
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from app.tool.chart_visualization.chart_prepare import (
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VisualizationPrepare,
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)
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class DataAnalysis(ToolCallAgent):
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"""
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A data analysis agent that uses planning to solve various data analysis tasks.
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This agent extends BrowserAgent with a comprehensive set of tools and capabilities,
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including Python execution, web browsing, chart visualization.
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"""
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name: str = "DataAnalysis"
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description: str = (
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"An analytical agent that utilizes multiple tools to solve diverse data tasks"
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)
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system_prompt: str = SYSTEM_PROMPT.format(directory=config.workspace_root)
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next_step_prompt: str = NEXT_STEP_PROMPT
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max_observe: int = 10000
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max_steps: int = 20
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# Add general-purpose tools to the tool collection
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available_tools: ToolCollection = Field(
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default_factory=lambda: ToolCollection(
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NormalPythonExecute(),
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VisualizationPrepare(),
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ChartVisualization(),
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Terminate(),
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)
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)
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