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Upload app.py
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app.py
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from openai import OpenAI
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client = OpenAI(api_key='OPENAI_API_KEY')
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import streamlit as st
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# Add your OpenAI API key here
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# Streamlit title
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st.title("Data Science Instructor Chatbot")
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# System prompt
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system_prompt = """
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You are a data science instructor. You help students with topics related to data science, machine learning, and artificial intelligence.
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You respond to questions patiently, with clear explanations and a teaching approach.
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"""
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# Session state to store messages
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if 'messages' not in st.session_state:
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st.session_state.messages = []
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# Display messages
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for message in st.session_state.messages:
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with st.chat_message(message['role']):
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st.markdown(message['content'])
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# Get user input
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if prompt := st.chat_input("Type your question here..."):
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st.session_state.messages.append({"role": "user", "content": prompt})
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with st.chat_message("user"):
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st.markdown(prompt)
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# OpenAI API call
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response = client.chat.completions.create(model="gpt-3.5-turbo",
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messages=[
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{"role": "system", "content": system_prompt},
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*st.session_state.messages
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])
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# Store and display the response
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response_message = response.choices[0].message.content
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st.session_state.messages.append({"role": "assistant", "content": response_message})
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with st.chat_message("assistant"):
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st.markdown(response_message)
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