Spaces:
Sleeping
Sleeping
Linh Vuu
commited on
Commit
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b503afb
1
Parent(s):
4c4bfab
added files
Browse files- .gitignore +1 -0
- app.py +47 -0
- requirements.txt +3 -0
.gitignore
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.streamlit
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app.py
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import streamlit as st
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import pandas as pd
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from pandasai import PandasAI
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from pandasai.llm.openai import OpenAI
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openai_api_key = st.secrets["openai_api_key"]
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# create an LLM by instantiating OpenAI object, and passing API token
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llm = OpenAI(api_key = openai_api_key)
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# create PandasAI object, passing the LLM
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pandas_ai = PandasAI(llm)
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st.title("Prompt-driven data analysis with PandasAI")
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uploaded_file = st.file_uploader("Upload a CSV file for analysis", type=['csv'])
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if uploaded_file is not None:
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df = pd.read_csv(uploaded_file)
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st.write(df.head(3))
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if uploaded_file is not None:
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df = pd.read_csv(uploaded_file)
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st.write(df.head(3))
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prompt = st.text_area("Enter your prompt:")
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# Generate output
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if st.button("Generate"):
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if prompt:
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st.write("Generating response...")
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else:
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st.warning("Please enter a prompt.")
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if uploaded_file is not None:
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df = pd.read_csv(uploaded_file)
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st.write(df.head(3))
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prompt = st.text_area("Enter your prompt:")
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# Generate output
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if st.button("Generate"):
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if prompt:
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# call pandas_ai.run(), passing dataframe and prompt
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with st.spinner("Generating response..."):
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st.write(pandas_ai.run(df, prompt))
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else:
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st.warning("Please enter a prompt.")
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requirements.txt
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openai
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streamlit
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pandasai
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