codingprepdemo / app.py
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import streamlit as st
import openai
import os
# Set up OpenAI API key
openai.api_key = os.getenv("OPENAI_API_KEY")
st.title("Coding Interview Bot")
# Initialize chat history
if "messages" not in st.session_state:
st.session_state.messages = []
# Display chat messages from history on app rerun
for message in st.session_state.messages:
with st.chat_message(message["role"]):
st.markdown(message["content"])
# Function to generate response using OpenAI API
def generate_response(prompt):
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are a coding interview bot. Your task is to ask coding interview questions, evaluate responses, and provide feedback."},
{"role": "user", "content": prompt}
],
max_tokens=1000,
temperature=0.7,
)
return response.choices[0].message['content']
# React to user input
if prompt := st.chat_input("What's your coding question?"):
# Display user message in chat message container
st.chat_message("user").markdown(prompt)
# Add user message to chat history
st.session_state.messages.append({"role": "user", "content": prompt})
# Generate response
response = generate_response(prompt)
# Display assistant response in chat message container
with st.chat_message("assistant"):
st.markdown(response)
# Add assistant response to chat history
st.session_state.messages.append({"role": "assistant", "content": response})
st.sidebar.markdown("""
## About
This is a coding interview bot powered by OpenAI's GPT-3.5-turbo.
Ask coding questions and get responses to help you prepare for interviews!
""")