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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

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