使用@microsoft/fetch-event-source发送post请求接收stream流数据实现chatGPT流式输出
效果:
需求:实现一个类似于chatGPT回复功能和文字打印机效果,经过查询可以使用EventSource。
接口返回:
1.使用EventSource
官网地址:https://developer.mozilla.org/zh-CN/docs/Web/API/EventSource
但是原生的EventSource 不能使用post方法,只能使用get方法,而且还不能自定义请求header,所以我们可以使用以下两种方式:
-
event-source-polyfill 这个可以自定义请求头
使用[event-source-polyfill可以参考前端怎么用 EventSource并配置请求头及加参数(流式数据) - @microsoft/fetch-event-source 这个可以使用post请求,也可以自定义请求头功能强大,建议用这个
2.使用 @microsoft/fetch-event-source
// 下载依赖
npm i @microsoft/fetch-event-source
// 页面引入
import { fetchEventSource } from "@microsoft/fetch-event-source";
// 使用
async handleSearch() {
const that = this
that.ctrlAbout = new AbortController()
// const outputDiv = document.getElementById('gpt-output')
let innerText = ''
// 发送 SSE 请求
fetchEventSource('http://222.71.38.xxx:xxxx/v1/chat/completions', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
signal: that.ctrlAbout.signal,
body: JSON.stringify({
model: 'o_prgpt',
temperature: 0.9,
presence_penalty: 0.1,
max_tokens: 8192,
messages: that.msgList,
stream: true
}),
onmessage(ev) {
// debugger
// console.log(ev);
if (ev.data === '[DONE]') {
that.ctrlAbout.abort()
return
}
// console.log(JSON.parse(ev.data));
const res = JSON.parse(ev.data)
// ev.data = JSON.parse(ev.data)
// 实时接收数据,并将其添加到页面
// outputDiv.innerText += res.choices[0].delta.content
// // for (let i = 0; i < res.choices.length; i++) {
innerText += res.choices[0].delta.content
console.log('innerText', innerText)
if (res.choices[0].delta.content) {
// // }
if (that.msgList.at(-1).role === 'assistant') {
that.msgList.pop()
}
that.msgList.push({
role: 'assistant',
content: innerText
})
that.scrollToNew()
}
},
onclose() {
console.log('连接关闭')
},
onerror(err) {
console.error('连接错误', err)
}
})
}
3.全部代码
<template>
<!-- <Header /> -->
<div
class="body"
style="background-color: rgb(244, 245, 248)"
>
<header>
<div class="cover">
<!-- <img src="1.png" alt="" style="width: 100%; height: 100%" /> -->
</div>
</header>
<main>
<div class="container">
<div class="right">
<div class="top">AI问答</div>
<div
ref="chatContainer"
class="chat"
>
<div
v-for="(item, i) in msgList"
:key="i"
:class="item.role == 'user' ? 'rightMsg' : 'leftMsg'"
>
<img
v-if="item.role == 'assistant'"
src="../../assets/chat/AI.png"
alt=""
>
<!-- <div
id="gpt-output"
class="msg"
>{{ item.content }}</div> -->
<div
class="msg"
v-html="item.content"
/>
<div
v-if="item.role == 'assistant'"
class="caozuo"
>
<img
class="zuo"
src="../../assets/chat/updata.png"
alt=""
>
<img
class="zuo"
src="../../assets/chat/yuyin.png"
alt=""
>
</div>
<img
v-if="item.role == 'user'"
src="../../assets/chat/me.png"
alt=""
>
</div>
<!--
<div v-if="msgList.length >= 10" class="separator">
-------------- 本AI问答仅显示最近10条对话 --------------
</div> -->
</div>
<div class="bottom">
<i
class="el-icon-microphone"
style="font-size: 22px;color: #000"
/>
<el-input
v-model="value"
class="input"
placeholder="请输入您想提问的内容"
>
<!-- <input
v-model="value"
placeholder="请输入您想提问的内容"
> -->
</el-input>
<el-button @click="onSend">
<!-- <img src="../assets/images/send.png" alt="发送" /> -->
<i
class="el-icon-s-promotion"
style="font-size: 30px; color: #fff"
/>
</el-button>
</div>
</div>
</div>
</main>
</div>
<!-- <foot /> -->
</template>
<script>
// import { completions } from '@/api/gpt'
import { fetchEventSource } from '@microsoft/fetch-event-source'
export default {
name: 'Chat',
// 局部注册的组件
components: {},
// 组件参数 接收来自父组件的数据
props: {},
data() {
return {
value: '',
msgList: []
}
},
computed: {},
watch: {},
created() { },
mounted() { },
methods: {
// 等待DOM更新完成。自动滚动到最新发送的消息处
scrollToNew() {
this.$nextTick(() => {
const chatContainer = document.querySelector('.chat')
if (chatContainer) {
chatContainer.scrollTop = chatContainer.scrollHeight
}
})
},
onSend() {
// 发送用户输入的消息
this.msgList.push({
role: 'user',
content: this.value
})
this.value = ''
this.handleSearch()
},
async handleSearch() {
const that = this
that.ctrlAbout = new AbortController()
// const outputDiv = document.getElementById('gpt-output')
let innerText = ''
// 发送 SSE 请求
fetchEventSource('http://222.71.38.106:7008/v1/chat/completions', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
signal: that.ctrlAbout.signal,
body: JSON.stringify({
model: 'o_prgpt',
temperature: 0.9,
presence_penalty: 0.1,
max_tokens: 8192,
messages: that.msgList,
stream: true
}),
onmessage(ev) {
// debugger
// console.log(ev);
if (ev.data === '[DONE]') {
that.ctrlAbout.abort()
return
}
// console.log(JSON.parse(ev.data));
const res = JSON.parse(ev.data)
// ev.data = JSON.parse(ev.data)
// 实时接收数据,并将其添加到页面
// outputDiv.innerText += res.choices[0].delta.content
// // for (let i = 0; i < res.choices.length; i++) {
innerText += res.choices[0].delta.content
console.log('innerText', innerText)
if (res.choices[0].delta.content) {
// // }
if (that.msgList.at(-1).role === 'assistant') {
that.msgList.pop()
}
that.msgList.push({
role: 'assistant',
content: innerText
})
that.scrollToNew()
}
},
onclose() {
console.log('连接关闭')
},
onerror(err) {
console.error('连接错误', err)
}
})
}
}
}
</script>
<style lang="scss">
.body {
color: #fff;
font-weight: 900;
letter-spacing: 2px;
width: 95%;
height: 100%;
background-size: 50%;
display: flex;
align-items: center;
position: relative;
}
main {
/* border: 1px solid red; */
width: 100%;
// width: 1200px;
height: 720px;
// margin: 100px auto;
display: flex;
}
.cover {
// position: absolute;
// top: 0px;
// z-index: 0;
// height: 180px;
// width: 1483px;
// left: 50%;
// margin-left: -754px;
// overflow: hidden;
}
.body {
:deep(.slick-slide) {
text-align: center;
height: 100%;
line-height: 100%;
background: #364d79;
overflow: hidden;
}
:deep(.slick-arrow.custom-slick-arrow) {
width: 25px;
height: 25px;
font-size: 25px;
color: #fff;
background-color: rgba(31, 45, 61, 0.11);
transition: ease all 0.3s;
opacity: 0.3;
z-index: 1;
}
:deep(.slick-arrow.custom-slick-arrow:before) {
display: none;
}
:deep(.slick-arrow.custom-slick-arrow:hover) {
color: #fff;
opacity: 0.5;
}
:deep(.slick-slide h3) {
color: #fff;
}
}
.container {
z-index: 1;
// border: solid 1px #bebebe;
width: 100%;
height: 100%;
margin: -6px auto;
display: flex;
justify-content: center;
.right {
flex: 1;
// border-radius: 10px;
background-color: white;
display: flex;
flex-direction: column;
height: 720px;
.top {
height: 70px;
background-color: rgba(147, 213, 255, 0.764);
width: 100%;
font-size: 22px;
text-align: center;
line-height: 70px;
}
.chat {
flex: 1;
max-height: 580px;
overflow-y: auto;
padding: 10px;
.leftMsg,
.rightMsg {
position: relative;
display: flex;
flex-direction: row;
justify-content: start;
align-items: center;
margin: 10px;
img {
width: 40px;
height: 40px;
border-radius: 20px;
overflow: hidden;
object-fit: cover;
margin: 0 10px;
}
.msg {
display: inline-block;
padding: 10px;
word-wrap: anywhere;
max-width: 75%;
background-color: #364d79;
border-radius: 10px;
}
}
.rightMsg {
justify-content: end;
.msg {
color: black;
background-color: #dfdfdf;
}
}
}
.bottom {
position: relative;
height: 45px;
display: flex;
align-items: center;
width: 80%;
margin: 10px auto;
// position: absolute;
// bottom: 0px;
// left: 10px;
input {
width: 90%;
border: 1px solid rgb(171, 171, 171);
border-right: none;
height: 40px;
color: black;
text-indent: 2px;
line-height: 40px;
border-radius: 10px 0 0 10px;
}
button {
cursor: pointer;
width: 10%;
border: none;
outline: none;
height: 45px;
border-radius: 0 10px 10px 0;
background: linear-gradient(
to right,
rgb(146, 197, 255),
rgb(200, 134, 200)
);
}
img {
width: 20px;
height: 20px;
}
}
}
}
.separator {
color: rgb(133, 132, 132);
text-align: center;
font-size: 15px;
font-weight: normal;
}
.el-icon-microphone {
position: absolute;
top: 12px;
left: 7px;
z-index: 99;
cursor: pointer;
}
.input {
height: 43px;
}
:deep(.el-input__inner) {
height: 43px !important;
line-height: 43px;
}
.container .right .bottom input {
width: 100%;
height: 43px;
padding-left: 30px;
}
.caozuo {
position: absolute;
left: 75px;
top: -33px;
// .zuo {
img {
width: 30px !important;
height: 30px !important;
border: none;
border-radius: 0 !important;
margin: 0 5px !important;
}
// }
}
table {
width: 100%;
border-collapse: collapse;
}
table,
th,
td {
border: 1px solid black;
}
th,
td {
padding: 8px;
text-align: left;
}
</style>