【AI】SpringCloudAlibaba AI 学习

news2024/9/20 8:08:42

Spring Cloud Alibaba AI 简介

Spring Cloud Alibaba AI 以 Spring AI 为基础,并在此基础上提供阿里云通义系列大模型全面适配,让用户在 5 分钟内开发基于通义大模型的 Java AI 应用。
官网:
https://sca.aliyun.com/
https://sca.aliyun.com/docs/2023/user-guide/ai/quick-start/

代码示例

代码仓库地址:https://gitee.com/wheelmouse/spring-ai-alibaba-demo.git
创建项目:spring-ai-alibaba-demo
pom.xml

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>3.3.0</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>

    <artifactId>spring-ai-alibaba-demo</artifactId>

    <properties>
        <maven.compiler.source>17</maven.compiler.source>
        <maven.compiler.target>17</maven.compiler.target>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-ai</artifactId>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>

    <dependencyManagement>
        <dependencies>
            <dependency>
                <groupId>com.alibaba.cloud</groupId>
                <artifactId>spring-cloud-alibaba-dependencies</artifactId>
                <version>2023.0.1.0</version>
                <type>pom</type>
                <scope>import</scope>
            </dependency>
        </dependencies>
    </dependencyManagement>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
                <version>3.3.0</version>
                <configuration>
                    <excludes>
                        <exclude>
                            <groupId>org.projectlombok</groupId>
                            <artifactId>lombok</artifactId>
                        </exclude>
                    </excludes>
                </configuration>
            </plugin>
        </plugins>
    </build>

    <repositories>
        <repository>
            <id>spring-milestones</id>
            <name>Spring Milestones</name>
            <url>https://repo.spring.io/milestone</url>
            <snapshots>
                <enabled>false</enabled>
            </snapshots>
        </repository>
    </repositories>

</project>

写yml

server:
  port: 1352

spring:
  application:
    name: alibaba-spring-ai-demo
  cloud:
    ai:
      tongyi:
        api-key: # api-key的获取可以阅读下面 开通DashScope灵积模型服务 

启动类

@SpringBootApplication
public class SpringAiAlibabaApplication {

    public static void main(String[] args) {
        SpringApplication.run(SpringAiAlibabaApplication.class, args);
    }

}

Controller

package com.wheelmouse.ai.controller;

import com.wheelmouse.ai.service.TongYiService;
import jakarta.annotation.Resource;
import org.springframework.ai.image.ImageResponse;
import org.springframework.web.bind.annotation.CrossOrigin;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

import java.util.Map;

/**
 * @author wheelmouse
 * @date 2024/7/1
 * @apiNote
 */
@CrossOrigin
@RestController
public class TongYiController {

    @Resource
    private TongYiService tongYiService;

    @GetMapping("/ai/simple")
    public String completion(@RequestParam("message") String message) {
        return tongYiService.completion(message);
    }

    @GetMapping("/ai/streamCompletion")
    public Map<String, String> streamCompletion(@RequestParam("message") String message) {
        return tongYiService.streamCompletion(message);
    }

    @GetMapping("/ai/genImg")
    public ImageResponse genImg(@RequestParam("imgPrompt") String imgPrompt) {
        return tongYiService.genImg(imgPrompt);
    }

}

Service及实现类

package com.wheelmouse.ai.service;

import org.springframework.ai.image.ImageResponse;

import java.util.Map;

/**
 * @author wheelmouse
 * @date 2024/7/1
 * @apiNote
 */
public interface TongYiService {
    /**
     * 基本问答
     */
    String completion(String message);

    /**
     * 流式基本问答
     */
    Map<String, String> streamCompletion(String message);

    /**
     * 文生图
     */
    ImageResponse genImg(String imgPrompt);

    /**
     * 语音合成
     */
    String genAudio(String text);
}

impl

package com.wheelmouse.ai.service.impl;

import com.wheelmouse.ai.service.TongYiService;
import jakarta.annotation.Resource;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.ai.chat.ChatClient;
import org.springframework.ai.chat.StreamingChatClient;
import org.springframework.ai.chat.messages.UserMessage;
import org.springframework.ai.chat.prompt.Prompt;
import org.springframework.ai.image.ImageClient;
import org.springframework.ai.image.ImagePrompt;
import org.springframework.ai.image.ImageResponse;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import reactor.core.publisher.Flux;

import java.util.Map;

/**
 * @author wheelmouse
 * @date 2024/7/1
 * @apiNote
 */
@Service
public class TongYiSimpleServiceImpl implements TongYiService {

    private Logger log = LoggerFactory.getLogger(this.getClass());

    /**
     * 自动注入ChatClient、StreamingChatClient,屏蔽模型调用细节
     */
    private final ChatClient chatClient;
    private final StreamingChatClient streamingChatClient;

    @Autowired
    public TongYiSimpleServiceImpl(ChatClient chatClient, StreamingChatClient streamingChatClient) {
        this.chatClient = chatClient;
        this.streamingChatClient = streamingChatClient;
    }

    public String completion(String message) {
        Prompt prompt = new Prompt(new UserMessage(message));
        return chatClient.call(prompt).getResult().getOutput().getContent();
    }

    @Override
    public Map<String, String> streamCompletion(String message) {

        StringBuilder fullContent = new StringBuilder();

        streamingChatClient.stream(new Prompt(message))
                .flatMap(chatResponse -> Flux.fromIterable(chatResponse.getResults()))
                .map(content -> content.getOutput().getContent())
                .doOnNext(fullContent::append)
                .last()
                .map(lastContent -> Map.of(message, fullContent.toString()))
                .block();

        log.info(fullContent.toString());

        return Map.of(message, fullContent.toString());
    }

    @Resource
    private ImageClient imageClient;

    @Override
    public ImageResponse genImg(String imgPrompt) {
        var prompt = new ImagePrompt(imgPrompt);
        return imageClient.call(prompt);
    }

    @Override
    public String genAudio(String text) {
        return null;
    }
}

为了方便看效果,这里我参考了阿里官方案例制作了一个页面进行效果展示
在 resource 文件夹下创建 static/js/marked.min.js 和 static/index.html,2个文件代码如下:
index.html

<!DOCTYPE html>
<html>
<head>
    <meta charset="UTF-8">
    <script src="js/marked.min.js"></script>
    <title>SCA AI Example Front</title>
    <style>
        body {
            background-color: #f8f9fa;
            font-family: Arial, sans-serif;
        }

        .container {
            margin: 50px auto;
            width: 800px;
            background-color: #fff;
            padding: 20px;
            border-radius: 5px;
            box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
        }

        h1 {
            color: #2ecc71;
            text-align: center;
            margin-bottom: 30px;
        }

        label {
            display: block;
            margin-bottom: 10px;
            color: #333;
        }

        input[type="text"] {
            width: 100%;
            padding: 10px;
            border: 1px solid #ccc;
            border-radius: 3px;
        }

        input[type="submit"] {
            background-color: #2ecc71;
            color: #fff;
            border: none;
            padding: 10px 20px;
            border-radius: 3px;
            cursor: pointer;
            width: 100%;
        }

        .chat-box {
            width: 100%;
            height: 500px;
            padding: 10px;
            border: 1px solid #ccc;
            border-radius: 3px;
            overflow-y: scroll;
        }

        .message {
            margin-bottom: 10px;
            padding: 10px;
            background-color: #f1f1f1;
            border-radius: 3px;
        }

        .user-message {
            background-color: #2ecc71;
            color: #fff;
        }

        .bot-message {
            background-color: #3498db;
            color: #fff;
        }

        .loader {
            text-align: center;
        }

        .loader::after {
            content: "";
            display: inline-block;
            width: 20px;
            height: 20px;
            border-radius: 50%;
            border: 2px solid #ccc;
            border-top-color: #2ecc71;
            animation: spin 1s infinite linear;
        }

        @keyframes spin {
            to {
                transform: rotate(360deg);
            }
        }
    </style>
</head>
<body>
<div class="container">
    <h1>Spring Cloud Alibaba AI Example</h1>
    <form id="form">
        <label for="message">请输入你的问题:</label>
        <input type="text" id="message" name="message" placeholder="请输入你的问题!">
        <br>
        <br>
        <input type="submit" value="发送">
    </form>
    <br>
    <div id="loader" class="loader" style="display: none;"></div>
    <div id="chat-box" class="chat-box"></div>
</div>

<script>
    var loader = document.getElementById("loader");

    document.getElementById("form").addEventListener("submit", function (event) {
        event.preventDefault();

        var messageInput = document.getElementById("message");
        var message = messageInput.value;
        messageInput.value = "";

        var chatBox = document.getElementById("chat-box");

        var userMessage = document.createElement("div");
        userMessage.className = "message user-message";
        userMessage.textContent = "User: " + message;
        chatBox.appendChild(userMessage);
        chatBox.scrollTop = chatBox.scrollHeight;

        loader.style.display = "block";

        var xhr = new XMLHttpRequest();
        xhr.open("GET", "http://localhost:1352/ai/streamCompletion?message=" + encodeURIComponent(message), true);
        xhr.onreadystatechange = function () {
            if (xhr.readyState === 4) {
                loader.style.display = "none";

                if (xhr.status === 200) {
                    var response = xhr.responseText;

                    var botMessage = document.createElement("div");
                    botMessage.className = "message bot-message";

                    var botMessageText = document.createElement("span");
                    botMessageText.className = "message-text";
                    botMessage.appendChild(botMessageText);
                    botMessageText.innerHTML = marked.marked(response);

                    chatBox.appendChild(botMessage);
                    chatBox.scrollTop = chatBox.scrollHeight;
                } else if (xhr.status === 400) {
                    var error = JSON.parse(xhr.responseText);

                    var errorMessage = document.createElement("div");
                    errorMessage.className = "message bot-message";
                    errorMessage.textContent = "Bot: " + error.message;
                    chatBox.appendChild(errorMessage);
                    chatBox.scrollTop = chatBox.scrollHeight;
                } else {
                    var errorMessage = document.createElement("div");
                    errorMessage.className = "message bot-message";
                    errorMessage.textContent = "Bot: Failed to connect to the backend service. Please make sure the backend service is running.";
                    chatBox.appendChild(errorMessage);
                    chatBox.scrollTop = chatBox.scrollHeight;
                }
            }
        };

        xhr.onloadstart = function () {
            loader.style.display = "block";
        };

        xhr.onloadend = function () {
            loader.style.display = "none";
        };

        xhr.send();
    });
</script>
</body>
</html>

marked.min.js

/**
 * marked v12.0.1 - a markdown parser
 * Copyright (c) 2011-2024, Christopher Jeffrey. (MIT Licensed)
 * https://github.com/markedjs/marked
 */
!function (e, t) {
    "object" == typeof exports && "undefined" != typeof module ? t(exports) : "function" == typeof define && define.amd ? define(["exports"], t) : t((e = "undefined" != typeof globalThis ? globalThis : e || self).marked = {})
}(this, (function (e) {
        "use strict";

        function t() {
            return {
                async: !1,
                breaks: !1,
                extensions: null,
                gfm: !0,
                hooks: null,
                pedantic: !1,
                renderer: null,
                silent: !1,
                tokenizer: null,
                walkTokens: null
            }
        }

        function n(t) {
            e.defaults = t
        }

        e.defaults = {
            async: !1,
            breaks: !1,
            extensions: null,
            gfm: !0,
            hooks: null,
            pedantic: !1,
            renderer: null,
            silent: !1,
            tokenizer: null,
            walkTokens: null
        };
        const s = /[&<>"']/
            , r = new RegExp(s.source, "g")
            , i = /[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/
            , l = new RegExp(i.source, "g")
            , o = {
            "&": "&amp;",
            "<": "&lt;",
            ">": "&gt;",
            '"': "&quot;",
            "'": "&#39;"
        }
            , a = e => o[e];

        function c(e, t) {
            if (t) {
                if (s.test(e))
                    return e.replace(r, a)
            } else if (i.test(e))
                return e.replace(l, a);
            return e
        }

        const h = /&(#(?:\d+)|(?:#x[0-9A-Fa-f]+)|(?:\w+));?/gi;

        function p(e) {
            return e.replace(h, ((e, t) => "colon" === (t = t.toLowerCase()) ? ":" : "#" === t.charAt(0) ? "x" === t.charAt(1) ? String.fromCharCode(parseInt(t.substring(2), 16)) : String.fromCharCode(+t.substring(1)) : ""))
        }

        const u = /(^|[^\[])\^/g;

        function k(e, t) {
            let n = "string" == typeof e ? e : e.source;
            t = t || "";
            const s = {
                replace: (e, t) => {
                    let r = "string" == typeof t ? t : t.source;
                    return r = r.replace(u, "$1"),
                        n = n.replace(e, r),
                        s
                }
                ,
                getRegex: () => new RegExp(n, t)
            };
            return s
        }

        function g(e) {
            try {
                e = encodeURI(e).replace(/%25/g, "%")
            } catch (e) {
                return null
            }
            return e
        }

        const f = {
            exec: () => null
        };

        function d(e, t) {
            const n = e.replace(/\|/g, ((e, t, n) => {
                    let s = !1
                        , r = t;
                    for (; --r >= 0 && "\\" === n[r];)
                        s = !s;
                    return s ? "|" : " |"
                }
            )).split(/ \|/);
            let s = 0;
            if (n[0].trim() || n.shift(),
            n.length > 0 && !n[n.length - 1].trim() && n.pop(),
                t)
                if (n.length > t)
                    n.splice(t);
                else
                    for (; n.length < t;)
                        n.push("");
            for (; s < n.length; s++)
                n[s] = n[s].trim().replace(/\\\|/g, "|");
            return n
        }

        function x(e, t, n) {
            const s = e.length;
            if (0 === s)
                return "";
            let r = 0;
            for (; r < s;) {
                const i = e.charAt(s - r - 1);
                if (i !== t || n) {
                    if (i === t || !n)
                        break;
                    r++
                } else
                    r++
            }
            return e.slice(0, s - r)
        }

        function b(e, t, n, s) {
            const r = t.href
                , i = t.title ? c(t.title) : null
                , l = e[1].replace(/\\([\[\]])/g, "$1");
            if ("!" !== e[0].charAt(0)) {
                s.state.inLink = !0;
                const e = {
                    type: "link",
                    raw: n,
                    href: r,
                    title: i,
                    text: l,
                    tokens: s.inlineTokens(l)
                };
                return s.state.inLink = !1,
                    e
            }
            return {
                type: "image",
                raw: n,
                href: r,
                title: i,
                text: c(l)
            }
        }

        class w {
            options;
            rules;
            lexer;

            constructor(t) {
                this.options = t || e.defaults
            }

            space(e) {
                const t = this.rules.block.newline.exec(e);
                if (t && t[0].length > 0)
                    return {
                        type: "space",
                        raw: t[0]
                    }
            }

            code(e) {
                const t = this.rules.block.code.exec(e);
                if (t) {
                    const e = t[0].replace(/^ {1,4}/gm, "");
                    return {
                        type: "code",
                        raw: t[0],
                        codeBlockStyle: "indented",
                        text: this.options.pedantic ? e : x(e, "\n")
                    }
                }
            }

            fences(e) {
                const t = this.rules.block.fences.exec(e);
                if (t) {
                    const e = t[0]
                        , n = function (e, t) {
                        const n = e.match(/^(\s+)(?:```)/);
                        if (null === n)
                            return t;
                        const s = n[1];
                        return t.split("\n").map((e => {
                                const t = e.match(/^\s+/);
                                if (null === t)
                                    return e;
                                const [n] = t;
                                return n.length >= s.length ? e.slice(s.length) : e
                            }
                        )).join("\n")
                    }(e, t[3] || "");
                    return {
                        type: "code",
                        raw: e,
                        lang: t[2] ? t[2].trim().replace(this.rules.inline.anyPunctuation, "$1") : t[2],
                        text: n
                    }
                }
            }

            heading(e) {
                const t = this.rules.block.heading.exec(e);
                if (t) {
                    let e = t[2].trim();
                    if (/#$/.test(e)) {
                        const t = x(e, "#");
                        this.options.pedantic ? e = t.trim() : t && !/ $/.test(t) || (e = t.trim())
                    }
                    return {
                        type: "heading",
                        raw: t[0],
                        depth: t[1].length,
                        text: e,
                        tokens: this.lexer.inline(e)
                    }
                }
            }

            hr(e) {
                const t = this.rules.block.hr.exec(e);
                if (t)
                    return {
                        type: "hr",
                        raw: t[0]
                    }
            }

            blockquote(e) {
                const t = this.rules.block.blockquote.exec(e);
                if (t) {
                    const e = x(t[0].replace(/^ *>[ \t]?/gm, ""), "\n")
                        , n = this.lexer.state.top;
                    this.lexer.state.top = !0;
                    const s = this.lexer.blockTokens(e);
                    return this.lexer.state.top = n,
                        {
                            type: "blockquote",
                            raw: t[0],
                            tokens: s,
                            text: e
                        }
                }
            }

            list(e) {
                let t = this.rules.block.list.exec(e);
                if (t) {
                    let n = t[1].trim();
                    const s = n.length > 1
                        , r = {
                        type: "list",
                        raw: "",
                        ordered: s,
                        start: s ? +n.slice(0, -1) : "",
                        loose: !1,
                        items: []
                    };
                    n = s ? `\\d{1,9}\\${n.slice(-1)}` : `\\${n}`,
                    this.options.pedantic && (n = s ? n : "[*+-]");
                    const i = new RegExp(`^( {0,3}${n})((?:[\t ][^\\n]*)?(?:\\n|$))`);
                    let l = ""
                        , o = ""
                        , a = !1;
                    for (; e;) {
                        let n = !1;
                        if (!(t = i.exec(e)))
                            break;
                        if (this.rules.block.hr.test(e))
                            break;
                        l = t[0],
                            e = e.substring(l.length);
                        let s = t[2].split("\n", 1)[0].replace(/^\t+/, (e => " ".repeat(3 * e.length)))
                            , c = e.split("\n", 1)[0]
                            , h = 0;
                        this.options.pedantic ? (h = 2,
                            o = s.trimStart()) : (h = t[2].search(/[^ ]/),
                            h = h > 4 ? 1 : h,
                            o = s.slice(h),
                            h += t[1].length);
                        let p = !1;
                        if (!s && /^ *$/.test(c) && (l += c + "\n",
                            e = e.substring(c.length + 1),
                            n = !0),
                            !n) {
                            const t = new RegExp(`^ {0,${Math.min(3, h - 1)}}(?:[*+-]|\\d{1,9}[.)])((?:[ \t][^\\n]*)?(?:\\n|$))`)
                                ,
                                n = new RegExp(`^ {0,${Math.min(3, h - 1)}}((?:- *){3,}|(?:_ *){3,}|(?:\\* *){3,})(?:\\n+|$)`)
                                , r = new RegExp(`^ {0,${Math.min(3, h - 1)}}(?:\`\`\`|~~~)`)
                                , i = new RegExp(`^ {0,${Math.min(3, h - 1)}}#`);
                            for (; e;) {
                                const a = e.split("\n", 1)[0];
                                if (c = a,
                                this.options.pedantic && (c = c.replace(/^ {1,4}(?=( {4})*[^ ])/g, "  ")),
                                    r.test(c))
                                    break;
                                if (i.test(c))
                                    break;
                                if (t.test(c))
                                    break;
                                if (n.test(e))
                                    break;
                                if (c.search(/[^ ]/) >= h || !c.trim())
                                    o += "\n" + c.slice(h);
                                else {
                                    if (p)
                                        break;
                                    if (s.search(/[^ ]/) >= 4)
                                        break;
                                    if (r.test(s))
                                        break;
                                    if (i.test(s))
                                        break;
                                    if (n.test(s))
                                        break;
                                    o += "\n" + c
                                }
                                p || c.trim() || (p = !0),
                                    l += a + "\n",
                                    e = e.substring(a.length + 1),
                                    s = c.slice(h)
                            }
                        }
                        r.loose || (a ? r.loose = !0 : /\n *\n *$/.test(l) && (a = !0));
                        let u, k = null;
                        this.options.gfm && (k = /^\[[ xX]\] /.exec(o),
                        k && (u = "[ ] " !== k[0],
                            o = o.replace(/^\[[ xX]\] +/, ""))),
                            r.items.push({
                                type: "list_item",
                                raw: l,
                                task: !!k,
                                checked: u,
                                loose: !1,
                                text: o,
                                tokens: []
                            }),
                            r.raw += l
                    }
                    r.items[r.items.length - 1].raw = l.trimEnd(),
                        r.items[r.items.length - 1].text = o.trimEnd(),
                        r.raw = r.raw.trimEnd();
                    for (let e = 0; e < r.items.length; e++)
                        if (this.lexer.state.top = !1,
                            r.items[e].tokens = this.lexer.blockTokens(r.items[e].text, []),
                            !r.loose) {
                            const t = r.items[e].tokens.filter((e => "space" === e.type))
                                , n = t.length > 0 && t.some((e => /\n.*\n/.test(e.raw)));
                            r.loose = n
                        }
                    if (r.loose)
                        for (let e = 0; e < r.items.length; e++)
                            r.items[e].loose = !0;
                    return r
                }
            }

            html(e) {
                const t = this.rules.block.html.exec(e);
                if (t) {
                    return {
                        type: "html",
                        block: !0,
                        raw: t[0],
                        pre: "pre" === t[1] || "script" === t[1] || "style" === t[1],
                        text: t[0]
                    }
                }
            }

            def(e) {
                const t = this.rules.block.def.exec(e);
                if (t) {
                    const e = t[1].toLowerCase().replace(/\s+/g, " ")
                        , n = t[2] ? t[2].replace(/^<(.*)>$/, "$1").replace(this.rules.inline.anyPunctuation, "$1") : ""
                        ,
                        s = t[3] ? t[3].substring(1, t[3].length - 1).replace(this.rules.inline.anyPunctuation, "$1") : t[3];
                    return {
                        type: "def",
                        tag: e,
                        raw: t[0],
                        href: n,
                        title: s
                    }
                }
            }

            table(e) {
                const t = this.rules.block.table.exec(e);
                if (!t)
                    return;
                if (!/[:|]/.test(t[2]))
                    return;
                const n = d(t[1])
                    , s = t[2].replace(/^\||\| *$/g, "").split("|")
                    , r = t[3] && t[3].trim() ? t[3].replace(/\n[ \t]*$/, "").split("\n") : []
                    , i = {
                    type: "table",
                    raw: t[0],
                    header: [],
                    align: [],
                    rows: []
                };
                if (n.length === s.length) {
                    for (const e of s)
                        /^ *-+: *$/.test(e) ? i.align.push("right") : /^ *:-+: *$/.test(e) ? i.align.push("center") : /^ *:-+ *$/.test(e) ? i.align.push("left") : i.align.push(null);
                    for (const e of n)
                        i.header.push({
                            text: e,
                            tokens: this.lexer.inline(e)
                        });
                    for (const e of r)
                        i.rows.push(d(e, i.header.length).map((e => ({
                            text: e,
                            tokens: this.lexer.inline(e)
                        }))));
                    return i
                }
            }

            lheading(e) {
                const t = this.rules.block.lheading.exec(e);
                if (t)
                    return {
                        type: "heading",
                        raw: t[0],
                        depth: "=" === t[2].charAt(0) ? 1 : 2,
                        text: t[1],
                        tokens: this.lexer.inline(t[1])
                    }
            }

            paragraph(e) {
                const t = this.rules.block.paragraph.exec(e);
                if (t) {
                    const e = "\n" === t[1].charAt(t[1].length - 1) ? t[1].slice(0, -1) : t[1];
                    return {
                        type: "paragraph",
                        raw: t[0],
                        text: e,
                        tokens: this.lexer.inline(e)
                    }
                }
            }

            text(e) {
                const t = this.rules.block.text.exec(e);
                if (t)
                    return {
                        type: "text",
                        raw: t[0],
                        text: t[0],
                        tokens: this.lexer.inline(t[0])
                    }
            }

            escape(e) {
                const t = this.rules.inline.escape.exec(e);
                if (t)
                    return {
                        type: "escape",
                        raw: t[0],
                        text: c(t[1])
                    }
            }

            tag(e) {
                const t = this.rules.inline.tag.exec(e);
                if (t)
                    return !this.lexer.state.inLink && /^<a /i.test(t[0]) ? this.lexer.state.inLink = !0 : this.lexer.state.inLink && /^<\/a>/i.test(t[0]) && (this.lexer.state.inLink = !1),
                        !this.lexer.state.inRawBlock && /^<(pre|code|kbd|script)(\s|>)/i.test(t[0]) ? this.lexer.state.inRawBlock = !0 : this.lexer.state.inRawBlock && /^<\/(pre|code|kbd|script)(\s|>)/i.test(t[0]) && (this.lexer.state.inRawBlock = !1),
                        {
                            type: "html",
                            raw: t[0],
                            inLink: this.lexer.state.inLink,
                            inRawBlock: this.lexer.state.inRawBlock,
                            block: !1,
                            text: t[0]
                        }
            }

            link(e) {
                const t = this.rules.inline.link.exec(e);
                if (t) {
                    const e = t[2].trim();
                    if (!this.options.pedantic && /^</.test(e)) {
                        if (!/>$/.test(e))
                            return;
                        const t = x(e.slice(0, -1), "\\");
                        if ((e.length - t.length) % 2 == 0)
                            return
                    } else {
                        const e = function (e, t) {
                            if (-1 === e.indexOf(t[1]))
                                return -1;
                            let n = 0;
                            for (let s = 0; s < e.length; s++)
                                if ("\\" === e[s])
                                    s++;
                                else if (e[s] === t[0])
                                    n++;
                                else if (e[s] === t[1] && (n--,
                                n < 0))
                                    return s;
                            return -1
                        }(t[2], "()");
                        if (e > -1) {
                            const n = (0 === t[0].indexOf("!") ? 5 : 4) + t[1].length + e;
                            t[2] = t[2].substring(0, e),
                                t[0] = t[0].substring(0, n).trim(),
                                t[3] = ""
                        }
                    }
                    let n = t[2]
                        , s = "";
                    if (this.options.pedantic) {
                        const e = /^([^'"]*[^\s])\s+(['"])(.*)\2/.exec(n);
                        e && (n = e[1],
                            s = e[3])
                    } else
                        s = t[3] ? t[3].slice(1, -1) : "";
                    return n = n.trim(),
                    /^</.test(n) && (n = this.options.pedantic && !/>$/.test(e) ? n.slice(1) : n.slice(1, -1)),
                        b(t, {
                            href: n ? n.replace(this.rules.inline.anyPunctuation, "$1") : n,
                            title: s ? s.replace(this.rules.inline.anyPunctuation, "$1") : s
                        }, t[0], this.lexer)
                }
            }

            reflink(e, t) {
                let n;
                if ((n = this.rules.inline.reflink.exec(e)) || (n = this.rules.inline.nolink.exec(e))) {
                    const e = t[(n[2] || n[1]).replace(/\s+/g, " ").toLowerCase()];
                    if (!e) {
                        const e = n[0].charAt(0);
                        return {
                            type: "text",
                            raw: e,
                            text: e
                        }
                    }
                    return b(n, e, n[0], this.lexer)
                }
            }

            emStrong(e, t, n = "") {
                let s = this.rules.inline.emStrongLDelim.exec(e);
                if (!s)
                    return;
                if (s[3] && n.match(/[\p{L}\p{N}]/u))
                    return;
                if (!(s[1] || s[2] || "") || !n || this.rules.inline.punctuation.exec(n)) {
                    const n = [...s[0]].length - 1;
                    let r, i, l = n, o = 0;
                    const a = "*" === s[0][0] ? this.rules.inline.emStrongRDelimAst : this.rules.inline.emStrongRDelimUnd;
                    for (a.lastIndex = 0,
                             t = t.slice(-1 * e.length + n); null != (s = a.exec(t));) {
                        if (r = s[1] || s[2] || s[3] || s[4] || s[5] || s[6],
                            !r)
                            continue;
                        if (i = [...r].length,
                        s[3] || s[4]) {
                            l += i;
                            continue
                        }
                        if ((s[5] || s[6]) && n % 3 && !((n + i) % 3)) {
                            o += i;
                            continue
                        }
                        if (l -= i,
                        l > 0)
                            continue;
                        i = Math.min(i, i + l + o);
                        const t = [...s[0]][0].length
                            , a = e.slice(0, n + s.index + t + i);
                        if (Math.min(n, i) % 2) {
                            const e = a.slice(1, -1);
                            return {
                                type: "em",
                                raw: a,
                                text: e,
                                tokens: this.lexer.inlineTokens(e)
                            }
                        }
                        const c = a.slice(2, -2);
                        return {
                            type: "strong",
                            raw: a,
                            text: c,
                            tokens: this.lexer.inlineTokens(c)
                        }
                    }
                }
            }

            codespan(e) {
                const t = this.rules.inline.code.exec(e);
                if (t) {
                    let e = t[2].replace(/\n/g, " ");
                    const n = /[^ ]/.test(e)
                        , s = /^ /.test(e) && / $/.test(e);
                    return n && s && (e = e.substring(1, e.length - 1)),
                        e = c(e, !0),
                        {
                            type: "codespan",
                            raw: t[0],
                            text: e
                        }
                }
            }

            br(e) {
                const t = this.rules.inline.br.exec(e);
                if (t)
                    return {
                        type: "br",
                        raw: t[0]
                    }
            }

            del(e) {
                const t = this.rules.inline.del.exec(e);
                if (t)
                    return {
                        type: "del",
                        raw: t[0],
                        text: t[2],
                        tokens: this.lexer.inlineTokens(t[2])
                    }
            }

            autolink(e) {
                const t = this.rules.inline.autolink.exec(e);
                if (t) {
                    let e, n;
                    return "@" === t[2] ? (e = c(t[1]),
                        n = "mailto:" + e) : (e = c(t[1]),
                        n = e),
                        {
                            type: "link",
                            raw: t[0],
                            text: e,
                            href: n,
                            tokens: [{
                                type: "text",
                                raw: e,
                                text: e
                            }]
                        }
                }
            }

            url(e) {
                let t;
                if (t = this.rules.inline.url.exec(e)) {
                    let e, n;
                    if ("@" === t[2])
                        e = c(t[0]),
                            n = "mailto:" + e;
                    else {
                        let s;
                        do {
                            s = t[0],
                                t[0] = this.rules.inline._backpedal.exec(t[0])?.[0] ?? ""
                        } while (s !== t[0]);
                        e = c(t[0]),
                            n = "www." === t[1] ? "http://" + t[0] : t[0]
                    }
                    return {
                        type: "link",
                        raw: t[0],
                        text: e,
                        href: n,
                        tokens: [{
                            type: "text",
                            raw: e,
                            text: e
                        }]
                    }
                }
            }

            inlineText(e) {
                const t = this.rules.inline.text.exec(e);
                if (t) {
                    let e;
                    return e = this.lexer.state.inRawBlock ? t[0] : c(t[0]),
                        {
                            type: "text",
                            raw: t[0],
                            text: e
                        }
                }
            }
        }

        const m = /^ {0,3}((?:-[\t ]*){3,}|(?:_[ \t]*){3,}|(?:\*[ \t]*){3,})(?:\n+|$)/
            , y = /(?:[*+-]|\d{1,9}[.)])/
            ,
            $ = k(/^(?!bull |blockCode|fences|blockquote|heading|html)((?:.|\n(?!\s*?\n|bull |blockCode|fences|blockquote|heading|html))+?)\n {0,3}(=+|-+) *(?:\n+|$)/).replace(/bull/g, y).replace(/blockCode/g, / {4}/).replace(/fences/g, / {0,3}(?:`{3,}|~{3,})/).replace(/blockquote/g, / {0,3}>/).replace(/heading/g, / {0,3}#{1,6}/).replace(/html/g, / {0,3}<[^\n>]+>\n/).getRegex()
            , z = /^([^\n]+(?:\n(?!hr|heading|lheading|blockquote|fences|list|html|table| +\n)[^\n]+)*)/
            , T = /(?!\s*\])(?:\\.|[^\[\]\\])+/
            ,
            R = k(/^ {0,3}\[(label)\]: *(?:\n *)?([^<\s][^\s]*|<.*?>)(?:(?: +(?:\n *)?| *\n *)(title))? *(?:\n+|$)/).replace("label", T).replace("title", /(?:"(?:\\"?|[^"\\])*"|'[^'\n]*(?:\n[^'\n]+)*\n?'|\([^()]*\))/).getRegex()
            , _ = k(/^( {0,3}bull)([ \t][^\n]+?)?(?:\n|$)/).replace(/bull/g, y).getRegex()
            ,
            A = "address|article|aside|base|basefont|blockquote|body|caption|center|col|colgroup|dd|details|dialog|dir|div|dl|dt|fieldset|figcaption|figure|footer|form|frame|frameset|h[1-6]|head|header|hr|html|iframe|legend|li|link|main|menu|menuitem|meta|nav|noframes|ol|optgroup|option|p|param|search|section|summary|table|tbody|td|tfoot|th|thead|title|tr|track|ul"
            , S = /<!--(?:-?>|[\s\S]*?(?:-->|$))/
            ,
            I = k("^ {0,3}(?:<(script|pre|style|textarea)[\\s>][\\s\\S]*?(?:</\\1>[^\\n]*\\n+|$)|comment[^\\n]*(\\n+|$)|<\\?[\\s\\S]*?(?:\\?>\\n*|$)|<![A-Z][\\s\\S]*?(?:>\\n*|$)|<!\\[CDATA\\[[\\s\\S]*?(?:\\]\\]>\\n*|$)|</?(tag)(?: +|\\n|/?>)[\\s\\S]*?(?:(?:\\n *)+\\n|$)|<(?!script|pre|style|textarea)([a-z][\\w-]*)(?:attribute)*? */?>(?=[ \\t]*(?:\\n|$))[\\s\\S]*?(?:(?:\\n *)+\\n|$)|</(?!script|pre|style|textarea)[a-z][\\w-]*\\s*>(?=[ \\t]*(?:\\n|$))[\\s\\S]*?(?:(?:\\n *)+\\n|$))", "i").replace("comment", S).replace("tag", A).replace("attribute", / +[a-zA-Z:_][\w.:-]*(?: *= *"[^"\n]*"| *= *'[^'\n]*'| *= *[^\s"'=<>`]+)?/).getRegex()
            ,
            E = k(z).replace("hr", m).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("|lheading", "").replace("|table", "").replace("blockquote", " {0,3}>").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)]) ").replace("html", "</?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", A).getRegex()
            , q = {
                blockquote: k(/^( {0,3}> ?(paragraph|[^\n]*)(?:\n|$))+/).replace("paragraph", E).getRegex(),
                code: /^( {4}[^\n]+(?:\n(?: *(?:\n|$))*)?)+/,
                def: R,
                fences: /^ {0,3}(`{3,}(?=[^`\n]*(?:\n|$))|~{3,})([^\n]*)(?:\n|$)(?:|([\s\S]*?)(?:\n|$))(?: {0,3}\1[~`]* *(?=\n|$)|$)/,
                heading: /^ {0,3}(#{1,6})(?=\s|$)(.*)(?:\n+|$)/,
                hr: m,
                html: I,
                lheading: $,
                list: _,
                newline: /^(?: *(?:\n|$))+/,
                paragraph: E,
                table: f,
                text: /^[^\n]+/
            }
            ,
            Z = k("^ *([^\\n ].*)\\n {0,3}((?:\\| *)?:?-+:? *(?:\\| *:?-+:? *)*(?:\\| *)?)(?:\\n((?:(?! *\\n|hr|heading|blockquote|code|fences|list|html).*(?:\\n|$))*)\\n*|$)").replace("hr", m).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("blockquote", " {0,3}>").replace("code", " {4}[^\\n]").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)]) ").replace("html", "</?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", A).getRegex()
            , L = {
                ...q,
                table: Z,
                paragraph: k(z).replace("hr", m).replace("heading", " {0,3}#{1,6}(?:\\s|$)").replace("|lheading", "").replace("table", Z).replace("blockquote", " {0,3}>").replace("fences", " {0,3}(?:`{3,}(?=[^`\\n]*\\n)|~{3,})[^\\n]*\\n").replace("list", " {0,3}(?:[*+-]|1[.)]) ").replace("html", "</?(?:tag)(?: +|\\n|/?>)|<(?:script|pre|style|textarea|!--)").replace("tag", A).getRegex()
            }
            , P = {
                ...q,
                html: k("^ *(?:comment *(?:\\n|\\s*$)|<(tag)[\\s\\S]+?</\\1> *(?:\\n{2,}|\\s*$)|<tag(?:\"[^\"]*\"|'[^']*'|\\s[^'\"/>\\s]*)*?/?> *(?:\\n{2,}|\\s*$))").replace("comment", S).replace(/tag/g, "(?!(?:a|em|strong|small|s|cite|q|dfn|abbr|data|time|code|var|samp|kbd|sub|sup|i|b|u|mark|ruby|rt|rp|bdi|bdo|span|br|wbr|ins|del|img)\\b)\\w+(?!:|[^\\w\\s@]*@)\\b").getRegex(),
                def: /^ *\[([^\]]+)\]: *<?([^\s>]+)>?(?: +(["(][^\n]+[")]))? *(?:\n+|$)/,
                heading: /^(#{1,6})(.*)(?:\n+|$)/,
                fences: f,
                lheading: /^(.+?)\n {0,3}(=+|-+) *(?:\n+|$)/,
                paragraph: k(z).replace("hr", m).replace("heading", " *#{1,6} *[^\n]").replace("lheading", $).replace("|table", "").replace("blockquote", " {0,3}>").replace("|fences", "").replace("|list", "").replace("|html", "").replace("|tag", "").getRegex()
            }
            , Q = /^\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/
            , v = /^( {2,}|\\)\n(?!\s*$)/
            , B = "\\p{P}\\p{S}"
            , C = k(/^((?![*_])[\spunctuation])/, "u").replace(/punctuation/g, B).getRegex()
            ,
            M = k(/^(?:\*+(?:((?!\*)[punct])|[^\s*]))|^_+(?:((?!_)[punct])|([^\s_]))/, "u").replace(/punct/g, B).getRegex()
            ,
            O = k("^[^_*]*?__[^_*]*?\\*[^_*]*?(?=__)|[^*]+(?=[^*])|(?!\\*)[punct](\\*+)(?=[\\s]|$)|[^punct\\s](\\*+)(?!\\*)(?=[punct\\s]|$)|(?!\\*)[punct\\s](\\*+)(?=[^punct\\s])|[\\s](\\*+)(?!\\*)(?=[punct])|(?!\\*)[punct](\\*+)(?!\\*)(?=[punct])|[^punct\\s](\\*+)(?=[^punct\\s])", "gu").replace(/punct/g, B).getRegex()
            ,
            D = k("^[^_*]*?\\*\\*[^_*]*?_[^_*]*?(?=\\*\\*)|[^_]+(?=[^_])|(?!_)[punct](_+)(?=[\\s]|$)|[^punct\\s](_+)(?!_)(?=[punct\\s]|$)|(?!_)[punct\\s](_+)(?=[^punct\\s])|[\\s](_+)(?!_)(?=[punct])|(?!_)[punct](_+)(?!_)(?=[punct])", "gu").replace(/punct/g, B).getRegex()
            , j = k(/\\([punct])/, "gu").replace(/punct/g, B).getRegex()
            ,
            H = k(/^<(scheme:[^\s\x00-\x1f<>]*|email)>/).replace("scheme", /[a-zA-Z][a-zA-Z0-9+.-]{1,31}/).replace("email", /[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/).getRegex()
            , U = k(S).replace("(?:--\x3e|$)", "--\x3e").getRegex()
            ,
            X = k("^comment|^</[a-zA-Z][\\w:-]*\\s*>|^<[a-zA-Z][\\w-]*(?:attribute)*?\\s*/?>|^<\\?[\\s\\S]*?\\?>|^<![a-zA-Z]+\\s[\\s\\S]*?>|^<!\\[CDATA\\[[\\s\\S]*?\\]\\]>").replace("comment", U).replace("attribute", /\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/).getRegex()
            , F = /(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/
            ,
            N = k(/^!?\[(label)\]\(\s*(href)(?:\s+(title))?\s*\)/).replace("label", F).replace("href", /<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/).replace("title", /"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/).getRegex()
            , G = k(/^!?\[(label)\]\[(ref)\]/).replace("label", F).replace("ref", T).getRegex()
            , J = k(/^!?\[(ref)\](?:\[\])?/).replace("ref", T).getRegex()
            , K = {
                _backpedal: f,
                anyPunctuation: j,
                autolink: H,
                blockSkip: /\[[^[\]]*?\]\([^\(\)]*?\)|`[^`]*?`|<[^<>]*?>/g,
                br: v,
                code: /^(`+)([^`]|[^`][\s\S]*?[^`])\1(?!`)/,
                del: f,
                emStrongLDelim: M,
                emStrongRDelimAst: O,
                emStrongRDelimUnd: D,
                escape: Q,
                link: N,
                nolink: J,
                punctuation: C,
                reflink: G,
                reflinkSearch: k("reflink|nolink(?!\\()", "g").replace("reflink", G).replace("nolink", J).getRegex(),
                tag: X,
                text: /^(`+|[^`])(?:(?= {2,}\n)|[\s\S]*?(?:(?=[\\<!\[`*_]|\b_|$)|[^ ](?= {2,}\n)))/,
                url: f
            }
            , V = {
                ...K,
                link: k(/^!?\[(label)\]\((.*?)\)/).replace("label", F).getRegex(),
                reflink: k(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label", F).getRegex()
            }
            , W = {
                ...K,
                escape: k(Q).replace("])", "~|])").getRegex(),
                url: k(/^((?:ftp|https?):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/, "i").replace("email", /[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/).getRegex(),
                _backpedal: /(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/,
                del: /^(~~?)(?=[^\s~])([\s\S]*?[^\s~])\1(?=[^~]|$)/,
                text: /^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/
            }
            , Y = {
                ...W,
                br: k(v).replace("{2,}", "*").getRegex(),
                text: k(W.text).replace("\\b_", "\\b_| {2,}\\n").replace(/\{2,\}/g, "*").getRegex()
            }
            , ee = {
                normal: q,
                gfm: L,
                pedantic: P
            }
            , te = {
                normal: K,
                gfm: W,
                breaks: Y,
                pedantic: V
            };

        class ne {
            tokens;
            options;
            state;
            tokenizer;
            inlineQueue;

            constructor(t) {
                this.tokens = [],
                    this.tokens.links = Object.create(null),
                    this.options = t || e.defaults,
                    this.options.tokenizer = this.options.tokenizer || new w,
                    this.tokenizer = this.options.tokenizer,
                    this.tokenizer.options = this.options,
                    this.tokenizer.lexer = this,
                    this.inlineQueue = [],
                    this.state = {
                        inLink: !1,
                        inRawBlock: !1,
                        top: !0
                    };
                const n = {
                    block: ee.normal,
                    inline: te.normal
                };
                this.options.pedantic ? (n.block = ee.pedantic,
                    n.inline = te.pedantic) : this.options.gfm && (n.block = ee.gfm,
                    this.options.breaks ? n.inline = te.breaks : n.inline = te.gfm),
                    this.tokenizer.rules = n
            }

            static get rules() {
                return {
                    block: ee,
                    inline: te
                }
            }

            static lex(e, t) {
                return new ne(t).lex(e)
            }

            static lexInline(e, t) {
                return new ne(t).inlineTokens(e)
            }

            lex(e) {
                e = e.replace(/\r\n|\r/g, "\n"),
                    this.blockTokens(e, this.tokens);
                for (let e = 0; e < this.inlineQueue.length; e++) {
                    const t = this.inlineQueue[e];
                    this.inlineTokens(t.src, t.tokens)
                }
                return this.inlineQueue = [],
                    this.tokens
            }

            blockTokens(e, t = []) {
                let n, s, r, i;
                for (e = this.options.pedantic ? e.replace(/\t/g, "    ").replace(/^ +$/gm, "") : e.replace(/^( *)(\t+)/gm, ((e, t, n) => t + "    ".repeat(n.length))); e;)
                    if (!(this.options.extensions && this.options.extensions.block && this.options.extensions.block.some((s => !!(n = s.call({
                        lexer: this
                    }, e, t)) && (e = e.substring(n.raw.length),
                        t.push(n),
                        !0)))))
                        if (n = this.tokenizer.space(e))
                            e = e.substring(n.raw.length),
                                1 === n.raw.length && t.length > 0 ? t[t.length - 1].raw += "\n" : t.push(n);
                        else if (n = this.tokenizer.code(e))
                            e = e.substring(n.raw.length),
                                s = t[t.length - 1],
                                !s || "paragraph" !== s.type && "text" !== s.type ? t.push(n) : (s.raw += "\n" + n.raw,
                                    s.text += "\n" + n.text,
                                    this.inlineQueue[this.inlineQueue.length - 1].src = s.text);
                        else if (n = this.tokenizer.fences(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.heading(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.hr(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.blockquote(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.list(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.html(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.def(e))
                            e = e.substring(n.raw.length),
                                s = t[t.length - 1],
                                !s || "paragraph" !== s.type && "text" !== s.type ? this.tokens.links[n.tag] || (this.tokens.links[n.tag] = {
                                    href: n.href,
                                    title: n.title
                                }) : (s.raw += "\n" + n.raw,
                                    s.text += "\n" + n.raw,
                                    this.inlineQueue[this.inlineQueue.length - 1].src = s.text);
                        else if (n = this.tokenizer.table(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.lheading(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else {
                            if (r = e,
                            this.options.extensions && this.options.extensions.startBlock) {
                                let t = 1 / 0;
                                const n = e.slice(1);
                                let s;
                                this.options.extensions.startBlock.forEach((e => {
                                        s = e.call({
                                            lexer: this
                                        }, n),
                                        "number" == typeof s && s >= 0 && (t = Math.min(t, s))
                                    }
                                )),
                                t < 1 / 0 && t >= 0 && (r = e.substring(0, t + 1))
                            }
                            if (this.state.top && (n = this.tokenizer.paragraph(r)))
                                s = t[t.length - 1],
                                    i && "paragraph" === s.type ? (s.raw += "\n" + n.raw,
                                        s.text += "\n" + n.text,
                                        this.inlineQueue.pop(),
                                        this.inlineQueue[this.inlineQueue.length - 1].src = s.text) : t.push(n),
                                    i = r.length !== e.length,
                                    e = e.substring(n.raw.length);
                            else if (n = this.tokenizer.text(e))
                                e = e.substring(n.raw.length),
                                    s = t[t.length - 1],
                                    s && "text" === s.type ? (s.raw += "\n" + n.raw,
                                        s.text += "\n" + n.text,
                                        this.inlineQueue.pop(),
                                        this.inlineQueue[this.inlineQueue.length - 1].src = s.text) : t.push(n);
                            else if (e) {
                                const t = "Infinite loop on byte: " + e.charCodeAt(0);
                                if (this.options.silent) {
                                    console.error(t);
                                    break
                                }
                                throw new Error(t)
                            }
                        }
                return this.state.top = !0,
                    t
            }

            inline(e, t = []) {
                return this.inlineQueue.push({
                    src: e,
                    tokens: t
                }),
                    t
            }

            inlineTokens(e, t = []) {
                let n, s, r, i, l, o, a = e;
                if (this.tokens.links) {
                    const e = Object.keys(this.tokens.links);
                    if (e.length > 0)
                        for (; null != (i = this.tokenizer.rules.inline.reflinkSearch.exec(a));)
                            e.includes(i[0].slice(i[0].lastIndexOf("[") + 1, -1)) && (a = a.slice(0, i.index) + "[" + "a".repeat(i[0].length - 2) + "]" + a.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))
                }
                for (; null != (i = this.tokenizer.rules.inline.blockSkip.exec(a));)
                    a = a.slice(0, i.index) + "[" + "a".repeat(i[0].length - 2) + "]" + a.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);
                for (; null != (i = this.tokenizer.rules.inline.anyPunctuation.exec(a));)
                    a = a.slice(0, i.index) + "++" + a.slice(this.tokenizer.rules.inline.anyPunctuation.lastIndex);
                for (; e;)
                    if (l || (o = ""),
                        l = !1,
                        !(this.options.extensions && this.options.extensions.inline && this.options.extensions.inline.some((s => !!(n = s.call({
                            lexer: this
                        }, e, t)) && (e = e.substring(n.raw.length),
                            t.push(n),
                            !0)))))
                        if (n = this.tokenizer.escape(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.tag(e))
                            e = e.substring(n.raw.length),
                                s = t[t.length - 1],
                                s && "text" === n.type && "text" === s.type ? (s.raw += n.raw,
                                    s.text += n.text) : t.push(n);
                        else if (n = this.tokenizer.link(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.reflink(e, this.tokens.links))
                            e = e.substring(n.raw.length),
                                s = t[t.length - 1],
                                s && "text" === n.type && "text" === s.type ? (s.raw += n.raw,
                                    s.text += n.text) : t.push(n);
                        else if (n = this.tokenizer.emStrong(e, a, o))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.codespan(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.br(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.del(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (n = this.tokenizer.autolink(e))
                            e = e.substring(n.raw.length),
                                t.push(n);
                        else if (this.state.inLink || !(n = this.tokenizer.url(e))) {
                            if (r = e,
                            this.options.extensions && this.options.extensions.startInline) {
                                let t = 1 / 0;
                                const n = e.slice(1);
                                let s;
                                this.options.extensions.startInline.forEach((e => {
                                        s = e.call({
                                            lexer: this
                                        }, n),
                                        "number" == typeof s && s >= 0 && (t = Math.min(t, s))
                                    }
                                )),
                                t < 1 / 0 && t >= 0 && (r = e.substring(0, t + 1))
                            }
                            if (n = this.tokenizer.inlineText(r))
                                e = e.substring(n.raw.length),
                                "_" !== n.raw.slice(-1) && (o = n.raw.slice(-1)),
                                    l = !0,
                                    s = t[t.length - 1],
                                    s && "text" === s.type ? (s.raw += n.raw,
                                        s.text += n.text) : t.push(n);
                            else if (e) {
                                const t = "Infinite loop on byte: " + e.charCodeAt(0);
                                if (this.options.silent) {
                                    console.error(t);
                                    break
                                }
                                throw new Error(t)
                            }
                        } else
                            e = e.substring(n.raw.length),
                                t.push(n);
                return t
            }
        }

        class se {
            options;

            constructor(t) {
                this.options = t || e.defaults
            }

            code(e, t, n) {
                const s = (t || "").match(/^\S*/)?.[0];
                return e = e.replace(/\n$/, "") + "\n",
                    s ? '<pre><code class="language-' + c(s) + '">' + (n ? e : c(e, !0)) + "</code></pre>\n" : "<pre><code>" + (n ? e : c(e, !0)) + "</code></pre>\n"
            }

            blockquote(e) {
                return `<blockquote>\n${e}</blockquote>\n`
            }

            html(e, t) {
                return e
            }

            heading(e, t, n) {
                return `<h${t}>${e}</h${t}>\n`
            }

            hr() {
                return "<hr>\n"
            }

            list(e, t, n) {
                const s = t ? "ol" : "ul";
                return "<" + s + (t && 1 !== n ? ' start="' + n + '"' : "") + ">\n" + e + "</" + s + ">\n"
            }

            listitem(e, t, n) {
                return `<li>${e}</li>\n`
            }

            checkbox(e) {
                return "<input " + (e ? 'checked="" ' : "") + 'disabled="" type="checkbox">'
            }

            paragraph(e) {
                return `<p>${e}</p>\n`
            }

            table(e, t) {
                return t && (t = `<tbody>${t}</tbody>`),
                "<table>\n<thead>\n" + e + "</thead>\n" + t + "</table>\n"
            }

            tablerow(e) {
                return `<tr>\n${e}</tr>\n`
            }

            tablecell(e, t) {
                const n = t.header ? "th" : "td";
                return (t.align ? `<${n} align="${t.align}">` : `<${n}>`) + e + `</${n}>\n`
            }

            strong(e) {
                return `<strong>${e}</strong>`
            }

            em(e) {
                return `<em>${e}</em>`
            }

            codespan(e) {
                return `<code>${e}</code>`
            }

            br() {
                return "<br>"
            }

            del(e) {
                return `<del>${e}</del>`
            }

            link(e, t, n) {
                const s = g(e);
                if (null === s)
                    return n;
                let r = '<a href="' + (e = s) + '"';
                return t && (r += ' title="' + t + '"'),
                    r += ">" + n + "</a>",
                    r
            }

            image(e, t, n) {
                const s = g(e);
                if (null === s)
                    return n;
                let r = `<img src="${e = s}" alt="${n}"`;
                return t && (r += ` title="${t}"`),
                    r += ">",
                    r
            }

            text(e) {
                return e
            }
        }

        class re {
            strong(e) {
                return e
            }

            em(e) {
                return e
            }

            codespan(e) {
                return e
            }

            del(e) {
                return e
            }

            html(e) {
                return e
            }

            text(e) {
                return e
            }

            link(e, t, n) {
                return "" + n
            }

            image(e, t, n) {
                return "" + n
            }

            br() {
                return ""
            }
        }

        class ie {
            options;
            renderer;
            textRenderer;

            constructor(t) {
                this.options = t || e.defaults,
                    this.options.renderer = this.options.renderer || new se,
                    this.renderer = this.options.renderer,
                    this.renderer.options = this.options,
                    this.textRenderer = new re
            }

            static parse(e, t) {
                return new ie(t).parse(e)
            }

            static parseInline(e, t) {
                return new ie(t).parseInline(e)
            }

            parse(e, t = !0) {
                let n = "";
                for (let s = 0; s < e.length; s++) {
                    const r = e[s];
                    if (this.options.extensions && this.options.extensions.renderers && this.options.extensions.renderers[r.type]) {
                        const e = r
                            , t = this.options.extensions.renderers[e.type].call({
                            parser: this
                        }, e);
                        if (!1 !== t || !["space", "hr", "heading", "code", "table", "blockquote", "list", "html", "paragraph", "text"].includes(e.type)) {
                            n += t || "";
                            continue
                        }
                    }
                    switch (r.type) {
                        case "space":
                            continue;
                        case "hr":
                            n += this.renderer.hr();
                            continue;
                        case "heading": {
                            const e = r;
                            n += this.renderer.heading(this.parseInline(e.tokens), e.depth, p(this.parseInline(e.tokens, this.textRenderer)));
                            continue
                        }
                        case "code": {
                            const e = r;
                            n += this.renderer.code(e.text, e.lang, !!e.escaped);
                            continue
                        }
                        case "table": {
                            const e = r;
                            let t = ""
                                , s = "";
                            for (let t = 0; t < e.header.length; t++)
                                s += this.renderer.tablecell(this.parseInline(e.header[t].tokens), {
                                    header: !0,
                                    align: e.align[t]
                                });
                            t += this.renderer.tablerow(s);
                            let i = "";
                            for (let t = 0; t < e.rows.length; t++) {
                                const n = e.rows[t];
                                s = "";
                                for (let t = 0; t < n.length; t++)
                                    s += this.renderer.tablecell(this.parseInline(n[t].tokens), {
                                        header: !1,
                                        align: e.align[t]
                                    });
                                i += this.renderer.tablerow(s)
                            }
                            n += this.renderer.table(t, i);
                            continue
                        }
                        case "blockquote": {
                            const e = r
                                , t = this.parse(e.tokens);
                            n += this.renderer.blockquote(t);
                            continue
                        }
                        case "list": {
                            const e = r
                                , t = e.ordered
                                , s = e.start
                                , i = e.loose;
                            let l = "";
                            for (let t = 0; t < e.items.length; t++) {
                                const n = e.items[t]
                                    , s = n.checked
                                    , r = n.task;
                                let o = "";
                                if (n.task) {
                                    const e = this.renderer.checkbox(!!s);
                                    i ? n.tokens.length > 0 && "paragraph" === n.tokens[0].type ? (n.tokens[0].text = e + " " + n.tokens[0].text,
                                    n.tokens[0].tokens && n.tokens[0].tokens.length > 0 && "text" === n.tokens[0].tokens[0].type && (n.tokens[0].tokens[0].text = e + " " + n.tokens[0].tokens[0].text)) : n.tokens.unshift({
                                        type: "text",
                                        text: e + " "
                                    }) : o += e + " "
                                }
                                o += this.parse(n.tokens, i),
                                    l += this.renderer.listitem(o, r, !!s)
                            }
                            n += this.renderer.list(l, t, s);
                            continue
                        }
                        case "html": {
                            const e = r;
                            n += this.renderer.html(e.text, e.block);
                            continue
                        }
                        case "paragraph": {
                            const e = r;
                            n += this.renderer.paragraph(this.parseInline(e.tokens));
                            continue
                        }
                        case "text": {
                            let i = r
                                , l = i.tokens ? this.parseInline(i.tokens) : i.text;
                            for (; s + 1 < e.length && "text" === e[s + 1].type;)
                                i = e[++s],
                                    l += "\n" + (i.tokens ? this.parseInline(i.tokens) : i.text);
                            n += t ? this.renderer.paragraph(l) : l;
                            continue
                        }
                        default: {
                            const e = 'Token with "' + r.type + '" type was not found.';
                            if (this.options.silent)
                                return console.error(e),
                                    "";
                            throw new Error(e)
                        }
                    }
                }
                return n
            }

            parseInline(e, t) {
                t = t || this.renderer;
                let n = "";
                for (let s = 0; s < e.length; s++) {
                    const r = e[s];
                    if (this.options.extensions && this.options.extensions.renderers && this.options.extensions.renderers[r.type]) {
                        const e = this.options.extensions.renderers[r.type].call({
                            parser: this
                        }, r);
                        if (!1 !== e || !["escape", "html", "link", "image", "strong", "em", "codespan", "br", "del", "text"].includes(r.type)) {
                            n += e || "";
                            continue
                        }
                    }
                    switch (r.type) {
                        case "escape": {
                            const e = r;
                            n += t.text(e.text);
                            break
                        }
                        case "html": {
                            const e = r;
                            n += t.html(e.text);
                            break
                        }
                        case "link": {
                            const e = r;
                            n += t.link(e.href, e.title, this.parseInline(e.tokens, t));
                            break
                        }
                        case "image": {
                            const e = r;
                            n += t.image(e.href, e.title, e.text);
                            break
                        }
                        case "strong": {
                            const e = r;
                            n += t.strong(this.parseInline(e.tokens, t));
                            break
                        }
                        case "em": {
                            const e = r;
                            n += t.em(this.parseInline(e.tokens, t));
                            break
                        }
                        case "codespan": {
                            const e = r;
                            n += t.codespan(e.text);
                            break
                        }
                        case "br":
                            n += t.br();
                            break;
                        case "del": {
                            const e = r;
                            n += t.del(this.parseInline(e.tokens, t));
                            break
                        }
                        case "text": {
                            const e = r;
                            n += t.text(e.text);
                            break
                        }
                        default: {
                            const e = 'Token with "' + r.type + '" type was not found.';
                            if (this.options.silent)
                                return console.error(e),
                                    "";
                            throw new Error(e)
                        }
                    }
                }
                return n
            }
        }

        class le {
            options;

            constructor(t) {
                this.options = t || e.defaults
            }

            static passThroughHooks = new Set(["preprocess", "postprocess", "processAllTokens"]);

            preprocess(e) {
                return e
            }

            postprocess(e) {
                return e
            }

            processAllTokens(e) {
                return e
            }
        }

        class oe {
            defaults = {
                async: !1,
                breaks: !1,
                extensions: null,
                gfm: !0,
                hooks: null,
                pedantic: !1,
                renderer: null,
                silent: !1,
                tokenizer: null,
                walkTokens: null
            };
            options = this.setOptions;
            parse = this.#e(ne.lex, ie.parse);
            parseInline = this.#e(ne.lexInline, ie.parseInline);
            Parser = ie;
            Renderer = se;
            TextRenderer = re;
            Lexer = ne;
            Tokenizer = w;
            Hooks = le;

            constructor(...e) {
                this.use(...e)
            }

            walkTokens(e, t) {
                let n = [];
                for (const s of e)
                    switch (n = n.concat(t.call(this, s)),
                        s.type) {
                        case "table": {
                            const e = s;
                            for (const s of e.header)
                                n = n.concat(this.walkTokens(s.tokens, t));
                            for (const s of e.rows)
                                for (const e of s)
                                    n = n.concat(this.walkTokens(e.tokens, t));
                            break
                        }
                        case "list": {
                            const e = s;
                            n = n.concat(this.walkTokens(e.items, t));
                            break
                        }
                        default: {
                            const e = s;
                            this.defaults.extensions?.childTokens?.[e.type] ? this.defaults.extensions.childTokens[e.type].forEach((s => {
                                    const r = e[s].flat(1 / 0);
                                    n = n.concat(this.walkTokens(r, t))
                                }
                            )) : e.tokens && (n = n.concat(this.walkTokens(e.tokens, t)))
                        }
                    }
                return n
            }

            use(...e) {
                const t = this.defaults.extensions || {
                    renderers: {},
                    childTokens: {}
                };
                return e.forEach((e => {
                        const n = {
                            ...e
                        };
                        if (n.async = this.defaults.async || n.async || !1,
                        e.extensions && (e.extensions.forEach((e => {
                                if (!e.name)
                                    throw new Error("extension name required");
                                if ("renderer" in e) {
                                    const n = t.renderers[e.name];
                                    t.renderers[e.name] = n ? function (...t) {
                                            let s = e.renderer.apply(this, t);
                                            return !1 === s && (s = n.apply(this, t)),
                                                s
                                        }
                                        : e.renderer
                                }
                                if ("tokenizer" in e) {
                                    if (!e.level || "block" !== e.level && "inline" !== e.level)
                                        throw new Error("extension level must be 'block' or 'inline'");
                                    const n = t[e.level];
                                    n ? n.unshift(e.tokenizer) : t[e.level] = [e.tokenizer],
                                    e.start && ("block" === e.level ? t.startBlock ? t.startBlock.push(e.start) : t.startBlock = [e.start] : "inline" === e.level && (t.startInline ? t.startInline.push(e.start) : t.startInline = [e.start]))
                                }
                                "childTokens" in e && e.childTokens && (t.childTokens[e.name] = e.childTokens)
                            }
                        )),
                            n.extensions = t),
                            e.renderer) {
                            const t = this.defaults.renderer || new se(this.defaults);
                            for (const n in e.renderer) {
                                if (!(n in t))
                                    throw new Error(`renderer '${n}' does not exist`);
                                if ("options" === n)
                                    continue;
                                const s = n
                                    , r = e.renderer[s]
                                    , i = t[s];
                                t[s] = (...e) => {
                                    let n = r.apply(t, e);
                                    return !1 === n && (n = i.apply(t, e)),
                                    n || ""
                                }
                            }
                            n.renderer = t
                        }
                        if (e.tokenizer) {
                            const t = this.defaults.tokenizer || new w(this.defaults);
                            for (const n in e.tokenizer) {
                                if (!(n in t))
                                    throw new Error(`tokenizer '${n}' does not exist`);
                                if (["options", "rules", "lexer"].includes(n))
                                    continue;
                                const s = n
                                    , r = e.tokenizer[s]
                                    , i = t[s];
                                t[s] = (...e) => {
                                    let n = r.apply(t, e);
                                    return !1 === n && (n = i.apply(t, e)),
                                        n
                                }
                            }
                            n.tokenizer = t
                        }
                        if (e.hooks) {
                            const t = this.defaults.hooks || new le;
                            for (const n in e.hooks) {
                                if (!(n in t))
                                    throw new Error(`hook '${n}' does not exist`);
                                if ("options" === n)
                                    continue;
                                const s = n
                                    , r = e.hooks[s]
                                    , i = t[s];
                                le.passThroughHooks.has(n) ? t[s] = e => {
                                        if (this.defaults.async)
                                            return Promise.resolve(r.call(t, e)).then((e => i.call(t, e)));
                                        const n = r.call(t, e);
                                        return i.call(t, n)
                                    }
                                    : t[s] = (...e) => {
                                        let n = r.apply(t, e);
                                        return !1 === n && (n = i.apply(t, e)),
                                            n
                                    }
                            }
                            n.hooks = t
                        }
                        if (e.walkTokens) {
                            const t = this.defaults.walkTokens
                                , s = e.walkTokens;
                            n.walkTokens = function (e) {
                                let n = [];
                                return n.push(s.call(this, e)),
                                t && (n = n.concat(t.call(this, e))),
                                    n
                            }
                        }
                        this.defaults = {
                            ...this.defaults,
                            ...n
                        }
                    }
                )),
                    this
            }

            setOptions(e) {
                return this.defaults = {
                    ...this.defaults,
                    ...e
                },
                    this
            }

            lexer(e, t) {
                return ne.lex(e, t ?? this.defaults)
            }

            parser(e, t) {
                return ie.parse(e, t ?? this.defaults)
            }

            #e(e, t) {
                return (n, s) => {
                    const r = {
                        ...s
                    }
                        , i = {
                        ...this.defaults,
                        ...r
                    };
                    !0 === this.defaults.async && !1 === r.async && (i.silent || console.warn("marked(): The async option was set to true by an extension. The async: false option sent to parse will be ignored."),
                        i.async = !0);
                    const l = this.#t(!!i.silent, !!i.async);
                    if (null == n)
                        return l(new Error("marked(): input parameter is undefined or null"));
                    if ("string" != typeof n)
                        return l(new Error("marked(): input parameter is of type " + Object.prototype.toString.call(n) + ", string expected"));
                    if (i.hooks && (i.hooks.options = i),
                        i.async)
                        return Promise.resolve(i.hooks ? i.hooks.preprocess(n) : n).then((t => e(t, i))).then((e => i.hooks ? i.hooks.processAllTokens(e) : e)).then((e => i.walkTokens ? Promise.all(this.walkTokens(e, i.walkTokens)).then((() => e)) : e)).then((e => t(e, i))).then((e => i.hooks ? i.hooks.postprocess(e) : e)).catch(l);
                    try {
                        i.hooks && (n = i.hooks.preprocess(n));
                        let s = e(n, i);
                        i.hooks && (s = i.hooks.processAllTokens(s)),
                        i.walkTokens && this.walkTokens(s, i.walkTokens);
                        let r = t(s, i);
                        return i.hooks && (r = i.hooks.postprocess(r)),
                            r
                    } catch (e) {
                        return l(e)
                    }
                }
            }

            #t(e, t) {
                return n => {
                    if (n.message += "\nPlease report this to https://github.com/markedjs/marked.",
                        e) {
                        const e = "<p>An error occurred:</p><pre>" + c(n.message + "", !0) + "</pre>";
                        return t ? Promise.resolve(e) : e
                    }
                    if (t)
                        return Promise.reject(n);
                    throw n
                }
            }
        }

        const ae = new oe;

        function ce(e, t) {
            return ae.parse(e, t)
        }

        ce.options = ce.setOptions = function (e) {
            return ae.setOptions(e),
                ce.defaults = ae.defaults,
                n(ce.defaults),
                ce
        }
            ,
            ce.getDefaults = t,
            ce.defaults = e.defaults,
            ce.use = function (...e) {
                return ae.use(...e),
                    ce.defaults = ae.defaults,
                    n(ce.defaults),
                    ce
            }
            ,
            ce.walkTokens = function (e, t) {
                return ae.walkTokens(e, t)
            }
            ,
            ce.parseInline = ae.parseInline,
            ce.Parser = ie,
            ce.parser = ie.parse,
            ce.Renderer = se,
            ce.TextRenderer = re,
            ce.Lexer = ne,
            ce.lexer = ne.lex,
            ce.Tokenizer = w,
            ce.Hooks = le,
            ce.parse = ce;
        const he = ce.options
            , pe = ce.setOptions
            , ue = ce.use
            , ke = ce.walkTokens
            , ge = ce.parseInline
            , fe = ce
            , de = ie.parse
            , xe = ne.lex;
        e.Hooks = le,
            e.Lexer = ne,
            e.Marked = oe,
            e.Parser = ie,
            e.Renderer = se,
            e.TextRenderer = re,
            e.Tokenizer = w,
            e.getDefaults = t,
            e.lexer = xe,
            e.marked = ce,
            e.options = he,
            e.parse = fe,
            e.parseInline = ge,
            e.parser = de,
            e.setOptions = pe,
            e.use = ue,
            e.walkTokens = ke
    }
));

启动服务,浏览器打开 index.html
在这里插入图片描述

开通DashScope灵积模型服务

申请通义API-KEY:
https://help.aliyun.com/zh/dashscope/developer-reference/activate-dashscope-and-create-an-api-key
在这里插入图片描述

代码编译过程中会遇到如下图所示问题
在这里插入图片描述
解决办法
找到自己本地Maven的setting.xml,移除阿里云镜像仓库地址
在这里插入图片描述

pom引入官方仓库

<repositories>
  <repository>
    <id>spring-milestones</id>
    <name>Spring Milestones</name>
    <url>https://repo.spring.io/milestone</url>
    <snapshots>
        <enabled>false</enabled>
    </snapshots>
  </repository>
</repositories>

重新编辑,问题解决
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