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Upload csv_analyst.py
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csv_analyst.py
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# CSV Analyst
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from pandas import read_csv
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from dotenv import load_dotenv
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import streamlit as st
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from langchain_openai import OpenAI
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from langchain_experimental.agents import create_csv_agent
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load_dotenv()
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st.set_page_config(page_title='CSV Analyst')
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st.header('Query your CSV file')
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file = st.file_uploader('Upload your CSV File', type='csv')
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if file is not None:
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quest = st.text_input('Enter your Query', placeholder='Query')
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llm = OpenAI(temperature=0, max_tokens=100)
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agent = create_csv_agent(llm, file, verbose=True)
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if quest:
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with st.spinner('Processing'):
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response = agent.run(quest)
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st.write(response)
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