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(nèi)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ⅲ瑴p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(zhì)量和代碼規(guī)范非常優(yōu)質(zhì)。

集成ChatGPT的簡單案例

1. 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

1. 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);
};

1. 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/

文章名稱：Pro-Chat：一款面向未來的開源智能聊天組件
網(wǎng)站URL：http://uogjgqi.cn/article/dhjcsih.html