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app.py
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# this app is streamlit app for the current project hosted on huggingface spaces
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import streamlit as st
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from app.openai_chat_completion import OpenAIChatCompletions
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st.title("Kaleidoscope Data - Data Cleaning LLM App")
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st.write("This app is a demo of the LLM model for data cleaning. It is a work in progress and is not yet ready for production use.")
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# text box or csv upload
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text_input = st.text_input("Enter text", "Enter text here")
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# csv_file = st.file_uploader("Upload CSV", type=['csv'])
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# button to run data cleaning API on text via c class in openai_chat_completion.py
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if st.button("Run Data Cleaning API"):
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# if text_input is not empty, run data cleaning API on text_input
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model = "gpt-4" # "gpt-3.5-turbo"
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sys_mes = "prompts/gpt4-system-message.txt"
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# instantiate OpenAIChatCompletions class
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# get response from openai_chat_completion method
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chat = OpenAIChatCompletions(model=model, system_message=sys_mes)
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response = chat.openai_chat_completion(text_input, n_shot=5)
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# display response
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st.write(response)
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