| from openai import OpenAI | |
| import streamlit as st | |
| st.markdown(''' | |
| Hey there, I wrote a book titled "**:purple[Hands-On Retrieval-Augmented Generation]**," which includes this interactive example. If you\'re interested in exploring more practical applications of Retrieval-Augmented Generation, be sure to [check it out](https://retrieval-augmented-generation.com)! | |
| ''') | |
| st.header('Question-Answering System', divider='rainbow') | |
| client = OpenAI(api_key=st.secrets["OPENAI_API_KEY"]) | |
| text_search = st.text_input("Ask a question", value="") | |
| if st.button("Ask"): | |
| with st.spinner("Searching for an answer..."): | |
| response = client.chat.completions.create( | |
| model="gpt-3.5-turbo", | |
| messages=[{"role": "user", "content": text_search}], | |
| stream=False, | |
| ) | |
| st.write(response) |