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Pro-Chat：一款面向未來的開源智能聊天組件
hi, 大家好, 我是徐小夕, 最近在 Github 上看到一款非常有意思的開源項目, 定位是開箱即用的大模型對話前端解決方案, 我們使用它可以輕松構建聊天組件, 并且可以一鍵集成主流 AI 大模型, 比如 通義千問, ChatGpt 等。(讓前端再也不用從零寫聊天組件了~)
組件Demo演示
功能亮點
我根據(jù)自己的使用和實踐, 總結一下這款開源聊天組件的亮點:
- 簡單易用, 設計語言統(tǒng)一
它是基于 antd 組件庫進行的二次封裝, 所以我們可以輕松的在 antd 項目中使用, 保持 UI 視覺的統(tǒng)一。
使用啊安裝方式如下：
# @ant-design/pro-editor 基于 antd 和 antd-style，需要在項目中安裝
$ npm install antd antd-style -S
$ npm install @ant-design/pro-chat -S使用：
import { ProChat } from '@ant-design/pro-chat';
import { useTheme } from 'antd-style';
export default () => {
const theme = useTheme();
return (
{
const mockedData: string = `這是一段模擬的對話數(shù)據(jù)。本次會話傳入了${messages.length}條消息`;
return new Response(mockedData);
}}
/>
);
};是不是使用非常簡單~
- 大模型對話能力集成
它內置了對話模型常用的：數(shù)據(jù)編輯、重新發(fā)送、刪除對話等這些默認的基本操作。
- 對AI模型友好的數(shù)據(jù)結構
const dataArray = [
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "蘋"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "果"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "公司"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "是"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "一"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "家"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "科技"}, "index": 0, "finish_reason": null}]}`,
`data: {"id": "chatcmpl-6w****KZb6hx****RzIghUz****Qy", "object": "chat.completion.chunk", "created": 1703582861554, "model": "gpt-3.5-turbo-0301", "choices": [{"delta": {"content": "公司"}, "index": 0, "finish_reason": "complete"}]}`,
];參照 ChatGPT、GLM、通義千問等市面上主流的大模型入?yún)⒊鰠?，減少前端開發(fā)者對這些入?yún)⒑统鰠⒌奶幚怼?/p>
- 支持豐富的聊天場景, 并且可以根據(jù)業(yè)務靈活擴展
- 組件化 & 完善的ts類型定義
圖片
我們可以通過組件暴露的屬性輕松自定義, 并且代碼質量和代碼規(guī)范非常優(yōu)質。
集成ChatGPT的簡單案例
- 安裝依賴
npm install ai --save
npm install openai --save
# or use yarn 、bun、pnpm any else
bun add ai
bun add openai- 業(yè)務代碼
import OpenAI from 'openai';
import { OpenAIStream, StreamingTextResponse } from 'ai';
export const POST = async (request: Request) => {
const { messages = [] }: Partial<{ messages: Array }> = await request.json();
const openai = new OpenAI({
apiKey: 'OpenAI Key',
baseURL: 'base url',
});
const response = await openai.chat.completions.create({
model: 'gpt-3.5-turbo',
messages: [...messages],
stream: true,
});
const stream = OpenAIStream(response);
return new StreamingTextResponse(stream);
}; - 設計界面
"use client";
import { ProChat } from "@ant-design/pro-chat";
import { useTheme } from "antd-style";
export default function Home() {
const theme = useTheme();
return (
) => {
const response = await fetch("/api/openai", {
method: "POST",
body: JSON.stringify({ messages: messages }),
});
return response;
}}
/>
);
}是不是很簡單, 3步就能幫你搭建一個AI聊天應用, 大家感興趣的可以嘗試使用一下。
Github 地址：https://github.com/ant-design/pro-chat
文檔地址：https://pro-chat.antdigital.dev/
分享題目：Pro-Chat：一款面向未來的開源智能聊天組件
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