美文网首页
使用streamlit搭建chatgpt

使用streamlit搭建chatgpt

作者: 竹子柳 | 来源:发表于2024-03-24 22:27 被阅读0次

    效果图

    截屏2024-03-25 下午10.23.49.png

    准备

    需要chatgpt的apikey

    安装 streamlit

    sudo apt update
    sudo apt install python3-pip
    pip3 install openai
    sudo pip3 install streamlit
    

    编写代码 ai.py

    需要替换成自己的api_key

    import streamlit as st
    from openai import OpenAI
    
    st.title("ChatGPT-like clone")
    
    # Set OpenAI API key from Streamlit secrets
    client = OpenAI(api_key="sk-xxxxxxxxx")
    
    # Set a default model
    if "openai_model" not in st.session_state:
        st.session_state["openai_model"] = "gpt-3.5-turbo"
        #st.session_state["openai_model"] = "gpt-4"
    
    # 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"])
    
    # Accept user input
    if prompt := st.chat_input("What is up?"):
        # Add user message to chat history
        st.session_state.messages.append({"role": "user", "content": prompt})
        # Display user message in chat message container
        with st.chat_message("user"):
            st.markdown(prompt)
        # Display assistant response in chat message container
        with st.chat_message("assistant"):
            stream = client.chat.completions.create(
                model=st.session_state["openai_model"],
                messages=[
                    {"role": m["role"], "content": m["content"]}
                    for m in st.session_state.messages
                ],
                stream=True,
            )
            response = st.write_stream(stream)
        st.session_state.messages.append({"role": "assistant", "content": response})
    

    启动程序

    nohup streamlit run ai.py &
    
    # 指定端口号
    nohup streamlit run --server.port 8501 ai.py &
    

    默认启动端口为8051

    访问程序

    http://localhost:8051

    相关文章

      网友评论

          本文标题:使用streamlit搭建chatgpt

          本文链接:https://www.haomeiwen.com/subject/jsertjtx.html