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21 lines
639 B
Python
21 lines
639 B
Python
"""Agent for working with csvs."""
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from typing import Any, Optional
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from langchain.agents.agent import AgentExecutor
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from langchain.agents.agent_toolkits.pandas.base import create_pandas_dataframe_agent
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from langchain.base_language import BaseLanguageModel
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def create_csv_agent(
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llm: BaseLanguageModel,
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path: str,
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pandas_kwargs: Optional[dict] = None,
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**kwargs: Any
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) -> AgentExecutor:
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"""Create csv agent by loading to a dataframe and using pandas agent."""
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import pandas as pd
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_kwargs = pandas_kwargs or {}
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df = pd.read_csv(path, **_kwargs)
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return create_pandas_dataframe_agent(llm, df, **kwargs)
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