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from langchain.agents import create_pandas_dataframe_agent | |
import pandas as pd | |
from langchain.llms import OpenAI | |
def query_agent(data, query): | |
# Parse the CSV file and create a Pandas DataFrame from its contents. | |
df = pd.read_csv(data) | |
llm = OpenAI() | |
# Create a Pandas DataFrame agent. | |
agent = create_pandas_dataframe_agent(llm, df, verbose=True) | |
#Python REPL: A Python shell used to evaluating and executing Python commands. | |
#It takes python code as input and outputs the result. The input python code can be generated from another tool in the LangChain | |
return agent.run(query) |