后端开发技术文章列表

Python高并发与高性能系列-Python中的对象

后端
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<p>本质上来说，Python中的对象是对Python中的类进行实例化后输出的产物。Python中的对象和Python中的基本类型变量在实现方式上是完全不同的。</p><p>对于Python中的基本类型变量来说，Python官方在Python语言层面已经进行了规定或约束。以数字类型变量来说，在Python语言对外发布时，数字类型已经被固化到了Python语言当中，并且通过一定的数字占位，与Python虚拟机中的语义规范进行对应，即我们在Python中声明了数字类型的基本变量之后，Python虚拟机通过已经固化好的数字占位来识别这一变量所属的类型。</p><p>Python中的对象本身也是一种变量，只不过这种变量的类型是随机的、可变的，这是与Python中的基本类型变量最大的不同之处。Python官方规定了Python对象在Python虚拟机中的存活方式，即以一种对象地址的形式在Python虚拟机中存在，且对象的生命周期交由Python虚拟机自动管理，不需要开发者手动管理Python对象的生命周期。需要开发者做的，只是创建Python对象。</p><p>在Python中，创建一个类的对象的代码如下所示。</p><p><img src="/uploads/images/20231204/a4ece6dd2042e832ef513c08ee384a58.png" title="1.png" alt=""/></p><p>在上述代码中，我们定义了一个名为ExampleClass的类，并且在ExampleClass类中声明了两个数字类型变量NumsA和NumsB，还声明了一个名为demo的方法，该方法最终返回hello python。我们将ExampleClass类定义完毕之后，就可以在需要用到的地方对它进行实例化了。在上述代码中，ExampleClassObject=ExampleClass()代码通过ExampleClass()的方式将定义好的ExampleClass类实例化，即通过ExampleClass()的方式创建ExampleClass类的对象，并用ExampleClassObject变量来接收。</p><p>和其他面向对象的编程语言创建类的对象的方式不同，在Python中不需要通过new关键字创建对象，只需要在类的名称后面添加一对英文状态下的小括号就可以了。其他面向对象的高级编程语言中的对象的基本组成，如对象的头信息、对象的实例数据、对象的填充数据，在Python语言中也有。</p><p>在执行了ExampleClass()之后，Python解释器会首先确定与ExampleClass()对应的类的类型。在确定对应类的类型后，Python解释器便和Python虚拟机共同为ExampleClass()类型对象分配一定的内存空间，从而存储ExampleClass()对象。在这些基础的分配流程完成之后，我们还为ExampleClass()对象赋予一个变量，即ExampleClassObject。所以，访问ExampleClass()对象中的字段或者方法可以通过ExampleClassObject变量来实现。值得注意的是，ExampleClassObject变量中并不会存储ExampleClass()对象本身，而是存储ExampleClass()对象的副本地址，使其成为ExampleClass()对象的一个引用，并最终以这种引用的方式存在。在Python中，通过ExampleClassObject变量来访问ExampleClass()对象时始终会使用引用的方式。</p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">---------------------------------------------------------------------------------</span></p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">学习更多专业Python知识，点此查看：</span></p><p style="text-wrap: wrap;"><a href="https://www.maxiaoke.com/manual/py_ssz.html" target="_self"><span style="text-wrap: nowrap;">《剑指Python-上》</span></a><span style="text-wrap: nowrap;">  </span><a href="https://www.maxiaoke.com/manual/jz_pys_2.html" target="_self"><span style="text-wrap: nowrap;">《剑指Python-下》</span></a></p><p style="text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20231204/a64aeb23219a212638811c5bd0f355b0.png" title="py小册封面.png" alt=""/></p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">---------------------------------------------------------------------------------</span></p><p><br/></p>

Python高并发与高性能系列-Python中的类

后端
29463 阅读

<p>Python作为一门面向对象的高级编程语言，提供了丰富的面向对象编程的实现，包括面向对象语言中的类、对象。对于任意一门面向对象的高级编程语言，最基础的特性都是封装、继承和多态，而实现这些特性的基础正是面向对象编程语言中的类。</p><p>类是真实世界中的事务在Python语言中的一种实现，其规定了真实世界中的事务在Python语言中的组成，是使用Python来描绘真实世界中事务的手段。在真实世界中，事务可能是一个非常大的问题，也可能是一个非常小的问题，即在真实世界中，事务本身不是一个定数，所以，Python中类的设计也是如此。</p><p>Python中的类规定了真实世界中的事务在Python中的定义和实现，我们可以通过以下代码定义Python中的类：[插图]执行上述代码即可创建一个名为[className]的Python类。在Python中存在一个全局解释器，该解释器用来执行Python代码。Python解释器将处理类的过程全部执行完毕后，通过上述代码创建的Python类才能被真正创建。</p><p>Python中的类在被创建之后，在类的同一生命周期下，就不允许继续修改了，因为该类已经被转义为Python解释器可识别的代码，这些代码已经被解释和执行了。如果需要继续修改该Python类，我们可以先在该Python类中编写需要修改的内容，然后手动执行并重新解释。</p><p>在了解了Python类的创建过程和解释过程之后，我们真正创建一个Python类来进一步了解Python类的组成。根据上述创建类的代码，我们创建一个名为HelloPython的类，并且在HelloPython类中先定义两个成员变量strA和strB，再定义两个方法：一个方法被声明为Hello，另一个方法被声明为World。</p><p>创建HelloPython类的代码如下所示。[插图]我们再来看一下HelloPython类所在的目录结构，以PyCharm代码编辑器为例，HelloPython所在目录结构如图1-1所示。</p><p><img src="/uploads/images/20231204/e260603f0b004cc82292ae19b0e1e0c7.png" title="1.png" alt="" width="652" height="335"/></p><p>这里是在一个名为highPro的项目中创建HelloPython类。highPro项目是本书所使用的项目，该项目会在后文进行介绍。通过图1-1可知，HelloPython类所在的Python文件名为HelloWorld，并不是HelloPython，这在Python语言中是允许的，但是在Java语言中会直接报错，连编译都不能。</p><p>这就是Python语言和Java语言最显著的区别。Python解释器在解释Python代码时，会先对Python代码进行编译，在编译通过之后，才会将编译的Python代码交给Python解释器（虚拟机）来执行，这是Python代码解释的全过程，而在这个过程中会有不同类型的文件产出。我们以HelloPython类为例展开介绍，如图1-2所示。</p><p><img src="/uploads/images/20231204/3ff8d3360cfd72acd303f1abda863a26.png" title="1.png" alt="" width="647" height="357"/></p><p>通过图1-2可知，HelloPython类会先被Python编译器进行编译。在编译阶段，Python编译器会检查HelloPython类代码是否符合Python语言所规定的语法格式和语义规范，还会检查各种变量的定义和引用等。只有这些检查项全部通过，编译才能通过，这些检查项中只要有一项存在异常或错误，Python编译器就会立即中断编译，向用户抛出异常或错误。重复该过程，直到编译通过。</p><p>在HelloPython类编译通过后会输出HelloPython类字节码文件，如图1-3所示。</p><p><img src="/uploads/images/20231204/08d129d88940dd8afe8349388e64094b.png" title="1.png" alt="" width="856" height="76"/></p><p>通过图1-3可知，HelloPython类生成的字节码文件名为HelloWorld.cpython-39.pyc，大小为1KB。HelloPython类字节码文件名称由4部分组成。</p><p>● HelloWorld：表示Python文件的名称，即HelloPython类所在的Python文件的名称。● cpython：表示HelloPython类被哪种虚拟机编译，本书使用的是Python默认实现的CPython虚拟机，所以这里是cpython。</p><p>● 39：表示当前Python版本在CPython虚拟机中对应的字节码版本号，该版本号默认由采用的Python版本的第一位大版本号和第二位小版本号组成，忽略其余位数的版本号。本书采用的Python版本是3.9.5，取前两位来表示这一字节码版本号，忽略后面的5，所以这里是39。</p><p>pyc：这是文件的后缀名，表示当前的文件类型是Python字节码文件，而不是Java字节码文件。Java字节码文件名以javac结尾。</p><p>接着将HelloPython类字节码文件交由CPython虚拟机处理。CPython虚拟机的主要工作是解析HelloPython类字节码文件，并根据该字节码文件中的内容为HelloPython类中的各种变量分配内存空间，为各种方法创建执行所需的栈帧空间。</p><p>如果该类中存在类的实例，CPython虚拟机会为该类的实例分配内存空间，并初始化该类的实例的其他属性。下面介绍HelloPython类字节码文件中的底层内容，以便更好地理解Python类字节码文件，如图1-4所示。</p><p><img src="/uploads/images/20231204/2bae53cef8ccf686e85fd671bc419235.png" title="1.png" alt="" width="735" height="418"/></p><p>这里我们只需要看3个部分。第一部分是图1-4所示的前8位，即610D0D0A。这部分是Python字节码的第一部分，即Python语言中的魔数。CPython虚拟机根据这8位内容判断当前需要处理的字节码文件是不是Python字节码文件。如果一个字节码文件的头内容中包含610D0D0A，就表示该字节码文件是Python字节码文件，此时CPython虚拟机才会继续向下解析该文件，否则会终止解析，并向用户抛出异常或错误。</p><p>CPython虚拟机所能识别的Python字节码的魔数，同样会随着Python版本而发生改变，并不是固定不变的。第二部分是图1-4所示的第8列到第B列的内容，即DA808C62。这8位表示Python字节码文件头的大小。我们可以使用数据解释器计算出该类字节码文件头的大小，如图1-5所示。</p><p>第三部分是Offset，即偏移量从00000000往下一直到该文件结束（不包含00000000）的内容，这部分就是HelloPython类中的字段、方法或者实例被编译成字节码之后的内容。</p><p><img src="/uploads/images/20231204/e4a6e3765de7177694ae1f8bc8432841.png" title="1.png" alt="" width="749" height="210"/></p><p>回到我们平常所说的Python代码解释过程，结合笔者对HelloPython类代码的解析过程可以得出，Python语言中所说的解释器其实就是Python编译器和Python虚拟机结合的产物，即Python代码的编译和Python虚拟机的处理是同一时机触发的，只不过这个过程没有对外暴露而已。</p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">---------------------------------------------------------------------------------</span></p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">学习更多专业Python知识，点此查看：</span></p><p style="text-wrap: wrap;"><a href="https://www.maxiaoke.com/manual/py_ssz.html" target="_self"><span style="text-wrap: nowrap;">《剑指Python-上》</span></a><span style="text-wrap: nowrap;">  </span><a href="https://www.maxiaoke.com/manual/jz_pys_2.html" target="_self"><span style="text-wrap: nowrap;">《剑指Python-下》</span></a></p><p style="text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20231204/a64aeb23219a212638811c5bd0f355b0.png" title="py小册封面.png" alt=""/></p><p style="text-wrap: wrap;"><span style="text-wrap: nowrap;">---------------------------------------------------------------------------------</span></p><p><br/></p>

人人都会用的宝塔Linux面板之安装Redis服务

后端
22909 阅读

<p><span style="text-wrap: nowrap;">学习更多专业宝塔Linux知识，点此查看：<a href="https://www.maxiaoke.com/manual/bt_linux.html" target="_self"><span style="text-wrap: nowrap; color: rgb(79, 129, 189);"><strong>人人都会用的宝塔Linux面板</strong></span></a></span></p><p><span style="color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px;">找到菜单 [数据库] — Redis</span><br/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">首次进来，提示我们未安装</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/755d1922ab8f3514bf0ce0fc4f9378ef.png" alt="" width="660" height="255"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">点击安装。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">通过下拉列表，可以选择要安装的Redis版本，这里我们以安装redis7.0.11版本为例。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/3ad72c5082298fdf78d8e4615e6060b3.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>使用客户端连接Redis</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">找到菜单 [安全] 开放Redis 端口，6379：<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/0e3fc495a53ffe1730cfea0652808080.png" alt="" width="668" height="617"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">找到菜单 [软件商店] 在应用搜索栏，搜索redis，找到我们安装的Redis，点击设置</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>修改bind ip：将127.0.0.1 改为0.0.0.0，允许任何ip访问。</p></li><li><p>添加redis访问密码：123456</p></li></ul><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/18ab9b04f0a312ac3aa66b45ce1dc8cd.png" alt="" width="680" height="377"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">修改完配置后，切换到 [服务] 选项卡，重启一下Redis服务。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/aad18adc0c46aa87b0d6f4f1dd249c64.png" alt="" width="684" height="257"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">最后，我们使用Redis Desktop Manager连接服务器：<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/1c6ead9e75dce1c6b3e889175ac732ae.png" alt="" width="681" height="425"/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>添加key</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">可以通过宝塔面板向reidis中添加一个key:</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/b5e2cf165c65879fe7795674d2aaedf8.png" alt="" width="535" height="361"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/262ceeca972c47dd76a5e023ad795f0f.png" alt="" width="782" height="296"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">通过redis客户端查看：<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/a4d98aecd5bf19cd8121ec197cd45463.png" alt="" width="788" height="289"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">最后，我们可以通过服务器运行命令查看Redis服务的进程：</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">ps -ef | grep redis</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/d412276bfb7dfe79cff1559d1046625a.png" alt="" width="792" height="127"/></p><p style="box-sizing: border-box; margin-top: 0px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-bottom: 0px !important;">至此，我们的Redis服务就搭建完成。</p><p><br/></p>

人人都会用的宝塔Linux面板之创建PHP网站

后端
17353 阅读

<p>学习更多专业宝塔Linux知识，点此查看：<a href="https://www.maxiaoke.com/manual/bt_linux.html" target="_self" style="color: rgb(79, 129, 189); text-decoration: underline;"><strong><span style="color: rgb(79, 129, 189);">人人都会用的宝塔Linux面板</span></strong></a></p><p>找到菜单栏的 [软件商店]<br/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在应用搜索处搜索：PHP<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/26f1f616315a9beada9d8804fd94649e.png" alt="" width="769" height="703"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">可以看到各个PHP版本，这里我们选择一个PHP-7.4，点击右侧[安装]按钮，进行安装。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">这里我们还是选择：[极速安装] 即可。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/c92e0073afe348f21b1c463c840b8069.png" alt="" width="763" height="343"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">安装完成后，查看消息列表：<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/38565bee4703e39ca40da7e2c7e0f3b9.png" alt="" width="764" height="330"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">登录到服务器，查看php版本：</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">u3@k8s-node2:~/softs/btlinux$ php -vPHP 7.4.33 (cli) (built: Jul 11 2023 16:07:22) ( NTS )Copyright (c) The PHP GroupZend Engine v3.4.0, Copyright (c) Zend Technologies</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">到这里我们的PHP就安装完成了。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>创建PHP网站</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">接下来我们就可以创建一个支持PHP的网站了。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/364b547813b7eb1449ed64e75bde9160.png" alt="" width="770" height="667"/></p><blockquote style="box-sizing: border-box; margin: 0px 0px 16px; border-left: 4px solid rgb(238, 238, 238); font-size: 14px; padding: 0px 15px 0px 20px; color: rgb(102, 102, 102); font-style: italic; font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; text-wrap: wrap;"><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 0px;">注意：<br/>因为我们使用虚拟机+ip方式添加的站点，没有域名。这个时候我们再添加一个网站会提示我们：您添加的站点已存在。<br/>如果是真实环境，我们这里指定不同网站的域名，就可以添加多个网站了。</p></blockquote><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提交后，查看网站列表，我们的php网站就创建好了。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>测试</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">访问url:<br/><a href="http://192.168.31.103:8082/" style="box-sizing: border-box; color: rgb(51, 202, 187); text-decoration-line: none; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;">http://192.168.31.103:8082/</a></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230711/9f7566584ea5ce3cba57e82bc3870730.png" alt="" width="677" height="290"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们又看到了这个页面，由宝塔为我们创建的index.html</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在服务器上创建一个index.php文件,j在该文件里打印phpinfo信息。</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">u3@k8s-node2:/www/wwwroot/test-php$ sudo vim index.phpu3@k8s-node2:/www/wwwroot/test-php$ ls404.html  index.html  index.php     u3@k8s-node2:/www/wwwroot/test-php$ cat index.php<?phpphpinfo();</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">刷新页面查看：<br/><img src="https://www.maxiaoke.com/uploads/images/20230711/eea4802f851c2e60ee07763929c6f6f7.png" alt="" width="707" height="431"/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">现在我们的网站就支持PHP的项目了。</p><p style="box-sizing: border-box; margin-top: 0px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-bottom: 0px !important;">至此，创建一个PHP的网站就完成了。</p><p><br/></p>

shopify应用实战开发之通过api修改商品

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<h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><p>学习更多专业shopify知识，点此查看： <a href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_self"><span style="color: rgb(79, 129, 189);"><strong>shopify应用实战开发</strong></span></a></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;">确认权限</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">确认我们的access token具体商品的写权限：<br/>config\shopify.php</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;"><?php /**  * shopify app config  */ return [     'client_id' => 'e43a4992e8cd031fbec5ab7b68bdde21',     'secret_key' => 'af392961c5274f359580d7c376dffdb4',     'api_key' => '5159ee10-1c8b-4717-9016-6ba3e6d6b282',     'api_scopes' => [         'read_products',         'write_products',     ] ];</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们在前面生成access token的步骤中，传递的scope中包含了write_product权限，因此，可以调用修改商品的api.</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>api示例</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">接口地址：</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><code style="box-sizing: border-box; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; color: rgb(232, 62, 140); overflow-wrap: break-word; padding: 3px; margin: 0px 4px 0px 5px; background: rgb(246, 246, 246); border-radius: 3px; border: 1px solid rgb(238, 238, 238);">/admin/api/2023-04/products/632910392.json</code></p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">curl -d '{"product":{"id":632910392,"title":"New product title"}}' \ -X PUT "https://your-development-store.myshopify.com/admin/api/2023-04/products/632910392.json" \ -H "X-Shopify-Access-Token: {access_token}" \ -H "Content-Type: application/json"</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">上面的示例为修改一个商品的名称，我们就以这个示例作为演示。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>api测试</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230609/e9f8ad82ddf883c778c886525e739a62.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们以修改这个商品的名称为例,确认该商品的id为：<code style="box-sizing: border-box; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; color: rgb(232, 62, 140); overflow-wrap: break-word; padding: 3px; margin: 0px 4px 0px 5px; background: rgb(246, 246, 246); border-radius: 3px; border: 1px solid rgb(238, 238, 238);">8310269280534</code></p><blockquote style="box-sizing: border-box; margin: 0px 0px 16px; border-left: 4px solid rgb(238, 238, 238); font-size: 14px; padding: 0px 15px 0px 20px; color: rgb(102, 102, 102); font-style: italic; font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; text-wrap: wrap;"><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 0px;">说明<br/>这个商品id我们不是靠猜的，也不是去后台看的，而是要先有商品列表，获取到商品id，然后再去调用商品修改的接口。</p></blockquote><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">通过postman测试：<br/><img src="https://www.maxiaoke.com/uploads/images/20230609/5fcb424523f9b13ff93dfbfc6ac22c8a.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">商品的名称在返回结果里显示，已经被修改了。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">刷新商品列表页面查看：<br/><img src="https://www.maxiaoke.com/uploads/images/20230609/258a60109b0abcb436a3263fe2f27c88.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">这个商品的名称确实被修改了。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>结合代码示例</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">这里，我们就不再去写这个代码了，代码的逻辑也比较简单，就是调用商品修改的接口。<br/>如果我们想最快的完成这个代码，可以通过postman给我们生成的php代码，直接放到对应的控制器的方法里，进行测试即可。</p><blockquote style="box-sizing: border-box; margin: 0px 0px 16px; border-left: 4px solid rgb(238, 238, 238); font-size: 14px; padding: 0px 15px 0px 20px; color: rgb(102, 102, 102); font-style: italic; font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; text-wrap: wrap;"><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 0px;">注意<br/>如果是使用postman生成的代码，需要将一些写死的参数改为动态的，通过程序获取。<br/>比如，商品id，access_token</p></blockquote><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230609/3753e66db975161ffc575c046b82665d.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">如：我们将上面的代码放到Product控制器中，新建一个editproduct方法：</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">   /**      * 修改商品      */     public function editproduct()     {         $curl = curl_init();         curl_setopt_array($curl, array(             CURLOPT_URL => 'https://xn-4gq539cczg1le.myshopify.com/admin/api/2023-04/products/8310269280534.json',             CURLOPT_RETURNTRANSFER => true,             CURLOPT_ENCODING => '',             CURLOPT_MAXREDIRS => 10,             CURLOPT_TIMEOUT => 0,             CURLOPT_FOLLOWLOCATION => true,             CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,             CURLOPT_CUSTOMREQUEST => 'PUT',             CURLOPT_POSTFIELDS => '{"product":{"id":8310269280534,"title":"又改了一次商品名称"}}',             CURLOPT_HTTPHEADER => array(                 'X-Shopify-Access-Token: shpua_16e9936443476d2eabc0d0a707366281',                 'Content-Type: application/json',             ),         ));         $response = curl_exec($curl);         curl_close($curl);         echo $response;     }</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">访问对应url测试：<br/><img src="https://www.maxiaoke.com/uploads/images/20230609/5f50aeb2b35b7d2524ade5a94f72e181.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">再查看商品列表：<br/><img src="https://www.maxiaoke.com/uploads/images/20230609/546e99d4b0c90117fc27c7d79189040b.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><strong style="box-sizing: border-box;">补充：</strong></p><ul style="box-sizing: border-box; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>如果需要商品修改的功能，我们可以按照上面的方法，非常快速地实现商品修改功能。</p></li><li><p>需要注意的是，上面的代码中，请求求的url、post的数据、以及access token这几部分目前是写死的，需要换成程序动态获取即可。</p></li><li><p>如：在商品列表处放一个修改按钮，将对应的商品id传递到editproduct方法，动态获取即可。</p></li></ul><p><br/></p>

shopify应用实战开发之在shopify中展示商品列表

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<h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><h5 style="color:red;">系统学习shopify开发，推荐小册：<a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank">《Shopify应用实战开发》</a></h5> <div class="image-container"> <p> <a style="color:blue;" href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_blank"> <img src="https://www.maxiaoke.com/uploads/images/20230612/03b58362c0718203696abbd7c748a136.jpg" alt="Shopify应用实战开发"> </a> </p> </div> <div class="text-container" style="font-size:14px; color:#888"> <p>这本小册将领您进入 Shopify 平台，学习开发出Shopify应用程序。作为全球最受欢迎的电子商务平台之一，Shopify 提供了一个强大的基础架构，让开发者可以创建个性化、功能丰富的在线商店。本课程将专注于 Shopify 应用开发，为您提供全面的指导和实践机会，打造功能齐全的app，帮助商家实现收益增长，作为个人开发者从中赚取收益。</p> </div> <hr><p>学习更多专业shopify知识，点此查看： <a href="https://www.maxiaoke.com/manual/shopify_dev.html" target="_self"><span style="color: rgb(79, 129, 189);"><strong>shopify应用实战开发</strong></span></a></p><h3 style="box-sizing: border-box; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap; margin-top: 0px !important;">access token的key存储规则</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">由于我们获取到的Access Token的保存规则是根据shop_id来设置的，如下：<br/>shop_id示例：</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><code style="box-sizing: border-box; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; color: rgb(232, 62, 140); overflow-wrap: break-word; padding: 3px; margin: 0px 4px 0px 5px; background: rgb(246, 246, 246); border-radius: 3px; border: 1px solid rgb(238, 238, 238);">shopify_access_token_xn-4gq539cczg1le.myshopify.com</code></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">不同的店铺，安装了我们的app，都要给该店铺获取对应的access token，为了区别这些店铺，我们将access token的规则以shop_id来拼接。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>shop_id的传递</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">如上一小节我们展示的首页，现在要给商品加一个链接，通过shopify的api去查询商品列表，这时候我们就要获取该店铺的access token。因为从商家跳转到app的时候，在get参数中会传递shop,有了shop就可以拼接出该店铺存的token的key，从而获取该店铺的access token。</p><blockquote style="box-sizing: border-box; margin: 0px 0px 16px; border-left: 4px solid rgb(238, 238, 238); font-size: 14px; padding: 0px 15px 0px 20px; color: rgb(102, 102, 102); font-style: italic; font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; text-wrap: wrap;"><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 0px;">注意<br/>shopify get参数传递的key为shop，而我们这里叫shop_id，它们是指的同一个字段。</p></blockquote><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们在IndexController的index方法中是可以拿到shop_id的，之后在我们的模板中，比如商品列表这个链接，我们如何获取指定店铺的access token呢？</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">有两种方式：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>一种是从控制器将shop_id传递到模板中，在添加链接的时候，同时把这个shop_id带上。</p></li><li><p>另一种是到index方法中获取到shop_id时，将其它设置到session中保存。</p></li></ul><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们首先修改IndexController的index方法，在显示模板前，添加session部分内容：</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">// 查询token,不存在,跳转到授权页面 if (!$tokenInfo) {     return redirect($grantUrl); } else {     //设置session     session('shop_id',$shop);     return $this->fetch(); }</pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">之后，我们在其它的控制器中，就可以通过session来获取当前的shop_id.</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>建立Product控制器</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">application\index\controller\Product.php</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;"><?php namespace app\index\controller; use think\Controller; class Product extends Controller {     /**      * 初始化配置参数      */     public function initialize()     {         parent::initialize();         $this->appHost = config('app_host');     }     /**      * 商品列表      */     public function index()     {         $shopId = session('shop_id');         $this->assign('shopId', $shopId);         return $this->fetch();     } }</pre><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>Product 模板</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">application\index\view\product\index.html</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;"><!DOCTYPE html> <html lang="en"> <head>     <meta charset="UTF-8">     <meta http-equiv="X-UA-Compatible" content="IE=edge">     <meta name="viewport" content="width=device-width, initial-scale=1.0">     <title>商品列表</title> </head> <body>     <h3>商品列表</h3>     <p>当前Shop ID: {$shopId}</p> </body> </html></pre><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>修改index链接</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">application\index\view\index\index.html</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;"><div class="row">             <div class="column title product-list">                 <a href="{:url('index/product/index')}" target="_blank">商品列表</a>             </div> </div></pre><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">首页模板中我们主要修改了商品列表的链接，链接到Product控制器</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>测试</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230608/3eb8ab3377b2d679aa12e723c75e21b2.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们点击首页商品列表的链接，跳转到product控制器，并从session中获取shop_id，传递到模板中显示。</p><p style="box-sizing: border-box; margin-top: 0px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-bottom: 0px !important;">下一小节，我们将在Product中通过api获取shopify店铺的商品.</p><p><br/></p>

盘点5种方法教你免费使用chatgpt4

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<p>学习更多专业ChatGPT知识，点此查看： <a href="https://www.maxiaoke.com/chatgpt/index/index.html" target="_self"><span style="color: rgb(79, 129, 189);"><strong>ChatGTP专题合辑</strong></span></a></p><p style="box-sizing: border-box; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-top: 0px !important;">自从ChatGPT发布以来，它取得了轰动的成功。无论是常春藤法学院的考试还是商学院的作业；ChatGPT都经受了各种各样的考验。为了为您提供数字：统计数据显示，ChatGPT每月吸引了大约9600万用户。随着ChatGPT的巨大成功，OpenAI最近推出了其最新版本，名为“GPT 4”，再次成为科技界最受关注的发布活动。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">什么是GPT-4？它有什么新功能？如何免费访问GPT-4？</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">本文将为您简要介绍ChatGPT及其最新模型——ChatGPT-4。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230814/dc747989bafd8703e55afe5d15af0580.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>快速了解Chat GPT</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们相信您一定已经亲身体验过Chat GPT，除非您一直生活在岩石下。Chat GPT是由OpenAI开发的交互式人工智能聊天机器人。虽然它最初是为客户服务而设计的，但现在它被用于多种其他目的。因为它能以得体的对话语调生成类似人类的回应。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">它可以用于以下任务，但不限于：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>编写代码</p></li><li><p>创作故事/诗歌/叙述</p></li><li><p>撰写文章和博客帖子</p></li><li><p>提供翻译</p></li><li><p>调试</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>Chat GPT 4：有什么新特点？</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">于2023年3月14日发布的ChatGPT-4以其先进的特点引起了广泛关注。与早期版本的Chat GPT不同，这个新成员是一个多模态模型，不仅可以处理文本输入，还可以对图像输入做出回应。这意味着用户可以上传图像进行分析并获得即时答案。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">以下是它还带来的一些特点：</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">支持最多25,000字的文本<br/>增强的图像分析<br/>更具创意和多样化的回应<br/>对多种语言的支持改进<br/>扎实的对话管理<br/>更高的准确性和速度<br/>增强的上下文意识<br/>在叙述构建的回应能力方面的改进<br/>然而，世界上的一切都有局限性。在发布活动中，Open AI提到GPT-4在社会偏见、幻觉和对抗性提示方面存在问题，该公司承诺在未来的聊天机器人模型中进行改进。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>如何访问Chat GPT 4？</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">直接使用这款先进聊天机器人的方法是订阅ChatGPT Plus或加入等待名单以获取API。订阅聊天机器人高级功能的普遍价格为每月20美元。但是，如果您计划加入等待名单，您需要购买令牌。您只需使用Chat GPT登录即可加入等待名单。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>令牌的定价如下：</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">选项1：支付0.03美元，以获得1000个提示令牌，内容长度为8k</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">或支付0.06美元，以获得1000个采样令牌，内容长度为8k</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">选项2：支付0.06美元，以获得1000个提示令牌，内容长度为32k</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">或支付0.12美元，以获得1000个采样令牌，内容长度为32k</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>如何免费使用Chat GPT 4？</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">虽然大多数人不想花一分钱来使用最新的GPT-4功能，但有些人支付不起付费订阅。无论哪种情况，我们都有一个方法，让您可以体验并使用GPT-4备受瞩目的功能。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">黑客方法1：在必应上免费使用ChatGPT-4<br/>微软投资了ChatGPT，现在他们的聊天机器人由最新版本的模型GPT-4提供支持。以下是您如何免费使用Chat GPT 4的方法。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤1：在您的个人电脑/笔记本电脑上安装最新版本的Microsoft Edge。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤2：使用链接https://www.bing.com/new 访问必应的官方网站。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在必应上免费使用ChatGPT-4</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤3：点击“开始聊天”以开始您的GPT-4体验。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">点击“开始聊天”以开始您的GPT-4体验</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">如果您被引导到登录页面，请输入您的凭据以开始使用必应。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">如果您使用的是其他浏览器怎么办？在这种情况下，您必须在浏览器上安装必应扩展程序。安装完成后，开始按照步骤2的指示，享受由GPT-4支持的必应聊天。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>黑客方法2：在Hugging Face上免费使用ChatGPT-4</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">GitHub的AI社区“Hugging Face”推出了一个免费的Chat GPT 4聊天机器人。它将让您在不使用API密钥的情况下获得问题的答案。然而，由于网站上的访问量过大，您可能需要在队列中等待，甚至可能需要等待几分钟才能获得回应。按照以下步骤通过Hugging Face免费访问Chat GPT 4。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤1：使用https://huggingface.co/spaces/ysharma/ChatGPT4 访问该网站。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在Hugging Face上免费使用ChatGPT-4</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤2：在控制台中输入您的问题，然后点击“运行”。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">GPT-4是科技世界的一个先进步骤。它带来了多重好处，使用户的任务变得轻松高效。然而，无论如何，在输入任何敏感或个人信息时，都必须务必谨慎。此外，过度依赖AI模型可能对人类大脑产生慢性毒害。无论发生什么，不要忘记使用您拥有的最伟大的礼物-您的大脑！</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>黑客方法3：在Ora.sh上免费使用ChatGPT-4</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">您以为只有2种方法吗？好吧，还有更多。下一个方法是通过名为Ora.sh的Web平台，该平台用于在可共享的聊天界面中快速构建LLM应用程序。通过这个Web平台，您可以免费使用ChatGPT-4，这里没有消息限制。与Hugging Face不同，这里没有队列或等待时间，因此您可以毫无问题地使用它。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤1：在此处打开Web平台Ora.sh- https://ora.sh/openai/gpt4</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在Ora.sh上免费使用ChatGPT-4</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤2：通过您的电子邮件登录，然后开始免费使用ChatGPT-4。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤3：直接通过界面提问。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">通过Ora.sh向ChatGPT-4提问</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>黑客方法4：在Nat.dev上免费使用ChatGPT 4</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">GitHub的前CEO Nat Friedman推出了一个工具，可以比较世界各地的各种LLM模型。要免费使用chatgpt-4，您可以将该工具与其他工具进行比较，或单独使用。但是，每天只有10次查询的限制。因此，请务必明智地使用它。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤1：访问https://nat.dev/， 使用您的电子邮件地址和电话号码进行注册。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在nat.dev上免费使用chatgpt-4</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤2：注册后，转到右侧面板中的设置，并将“模型”更改为“gpt-4”。在弄清楚平台之前，保持所有设置为默认。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">使用nat.dev免费使用chatgpt 4-2</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">步骤3：点击“Playground”选项卡，免费提问您的问题。</p><p style="box-sizing: border-box; margin-top: 0px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-bottom: 0px !important;">免费使用chatgpt-4-5</p><p></p>

详细介绍如何在Python的Django框架中集成chatgpt

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<p>学习更多专业ChatGPT知识，<a href="https://www.maxiaoke.com/chatgpt/index/index.html" target="_self"><span style="color: rgb(79, 129, 189);"><strong>点此查看： ChatGTP专题合辑</strong></span></a></p><p style="box-sizing: border-box; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-top: 0px !important;">将ChatGPT集成到Django应用程序中，可以让您创建动态和交互式的聊天界面。通过按照本文中概述的步骤，您可以在Django项目中实现ChatGPT，并为用户提供引人入胜的对话体验。尝试不同的提示，改进用户界面，并探索更多可能性，以增强您的聊天应用程序的功能。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230814/92cef1c460e983829790967db98ad722.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>在Django应用中实现ChatGPT的步骤使用API</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">将ChatGPT集成到Django Web应用程序中，可以构建交互式的聊天界面，并为用户提供动态的对话体验。让我们简要了解整个步骤：</p><ol style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>设置Django项目。</p></li><li><p>定义一个处理聊天功能的Django视图。</p></li><li><p>配置Django的URL路由，将聊天视图连接到特定的URL模式。</p></li><li><p>设计用户界面。</p></li><li><p>测试和运行应用程序。</p></li></ol><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在Django应用程序中实现ChatGPT</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>基本设置</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">使用pip安装Django，并创建一个新的Django项目。在setting.py中进行更改，将您的模板文件夹在TEMPLATES中进行配置。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230814/3e839648ef2719b450f26ebb79f6cc2a.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>目录结构：</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230814/84f5b6fe9f33d372670db414a81dc976.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>views.py：创建聊天视图</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">代码由两个函数组成：query_view和get_completion。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">query_view是一个视图函数，处理发送到关联端点的HTTP请求。当收到POST请求时，它从请求数据中提取提示，调用get_completion函数生成基于提示的完成，并将完成作为JSON响应返回。对于GET请求，它呈现“index.html”模板。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">get_completion是一个负责使用OpenAI API基于给定提示生成完成的函数。它向OpenAI API的完成端点发送请求，指定提示、最大标记、引擎、温度和其他参数。它从API响应中检索生成的完成，并将其作为函数的输出返回。</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">from django.shortcuts import render from django.http import JsonResponse import openai openai.api_key = 'YOUR_API_KEY' def get_completion(prompt):     print(prompt)     query = openai.Completion.create(         engine="text-davinci-003",         prompt=prompt,         max_tokens=1024,         n=1,         stop=None,         temperature=0.5,     )     response = query.choices[0].text     print(response)     return response def query_view(request):     if request.method == 'POST':         prompt = request.POST.get('prompt')         response = get_completion(prompt)         return JsonResponse({'response': response})     return render(request, 'index.html')</pre><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>urls.py：设置URL</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">这段代码设置了两个URL模式：一个用于管理站点，另一个用于根URL，还有一个与视图模块中的query_view函数关联的URL模式。</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; margin-bottom: 16px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap;">from django.contrib import admin   from django.urls import path   from . import views      urlpatterns = [       path('admin/', admin.site.urls),       path('', views.query_view, name='query'),   ]</pre><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>template/index.py：创建用户界面</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">使用HTML、CSS和Bootstrap创建一个聊天界面的HTML模板，并设置必要的JavaScript和AJAX代码来处理用户交互。</p><pre class="prettyprint linenums prettyprinted" style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-stretch: normal; font-size: 11.9px; line-height: 1.6; font-family: "YaHei Consolas Hybrid", Consolas, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Helvetica, monospace, monospace; margin-top: 0px; overflow: auto; color: rgb(47, 111, 159); background-color: rgb(246, 246, 246); border: 1px solid rgb(238, 238, 238); padding: 10px; border-radius: 3px; overflow-wrap: break-word; text-wrap: wrap; margin-bottom: 0px !important;"> <html> <head>     <title>Query</title>     <script src="https://code.jquery.com/jquery-3.6.0.min.js"></script>     <script src="https://cdn.jsdelivr.net/npm/js-cookie@3.0.0/dist/js.cookie.min.js"></script>     <script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/js/bootstrap.bundle.min.js" integrity="sha384-w76AqPfDkMBDXo30jS1Sgez6pr3x5MlQ1ZAGC+nuZB+EYdgRZgiwxhTBTkF7CXvN" crossorigin="anonymous"></script>     <link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0-alpha1/dist/css/bootstrap.min.css" rel="stylesheet" integrity="sha384-GLhlTQ8iRABdZLl6O3oVMWSktQOp6b7In1Zl3/Jr59b6EGGoI1aFkw7cmDA6j6gD" crossorigin="anonymous">     <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.10.2/font/bootstrap-icons.css" integrity="sha384-b6lVK+yci+bfDmaY1u0zE8YYJt0TZxLEAFyYSLHId4xoVvsrQu3INevFKo+Xir8e" crossorigin="anonymous">     <script>         $(document).ready(function() {             // Send the form on enter keypress and avoid if shift is pressed             $('#prompt').keypress(function(event) {                 if (event.keyCode === 13 && !event.shiftKey) {                     event.preventDefault();                     $('form').submit();                 }             });             $('form').on('submit', function(event) {                 event.preventDefault();             // get the CSRF token from the cookie             var csrftoken = Cookies.get('csrftoken');             // set the CSRF token in the AJAX headers             $.ajaxSetup({                 headers: { 'X-CSRFToken': csrftoken }             });                 // Get the prompt                 var prompt = $('#prompt').val();                 var dateTime = new Date();                 var time = dateTime.toLocaleTimeString();                 // Add the prompt to the response div                 $('#response').append('<p>('+ time + ') <i class="bi bi-person"></i>: ' + prompt + '</p>');                 // Clear the prompt                 $('#prompt').val('');                 $.ajax({                     url: '/',                     type: 'POST',                     data: {prompt: prompt},                     dataType: 'json',                     success: function(data) {                         $('#response').append('<p>('+ time + ') <i class="bi bi-robot"></i>: ' + data.response + '</p>');                     }                 });             });         });     </script> </head> <body>     <div class="container p-3">         <h3>ChatGPT Clone</h3>         <div class="mb-3">             <form method="post">                 {% csrf_token %}                 <label for="prompt" class="form-label"><strong>Prompt: </strong></label>                 <textarea class="form-control" type="textarea" id="prompt" name="prompt" rows="3"></textarea>                 <br>                 <button class="btn btn-primary" type="submit">Submit</button>             </form>         </div>         <br>         <div class="mb-3">             <h6>Response:</h6>             <div class="container border overflow-auto h-50" id="response"></div>         </div>     </div> </body> </html></pre><p><br/></p>

盘点机器学习相关的chatgpt最常用的20个提示词

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<p>学习更多专业ChatGPT知识，点此查看： <a href="https://www.maxiaoke.com/chatgpt/index/index.html" target="_self"><span style="color: rgb(79, 129, 189);"><strong>ChatGTP专题合辑</strong></span></a></p><p style="box-sizing: border-box; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-top: 0px !important;">机器学习近年来取得了显著的进展，其中一个引人注目的应用是ChatGPT，这是由OpenAI开发的先进语言模型。ChatGPT能够进行自然语言对话，使其成为各种应用的多功能工具。在本文中，我们将探讨用于机器学习的前20个ChatGPT提示。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT机器学习提示<br/><img src="https://www.maxiaoke.com/uploads/images/20230814/8fe028dd1b63d3a86e34f6c16016be80.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT机器学习提示<br/>在这里，我们将最佳的ChatGPT机器学习提示分为20个不同的类别，如下所示：</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码解释</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT是一个宝贵的工具，可以提供有关代码片段和算法的详细解释，这对于机器学习开发人员非常有益。开发人员的成功在很大程度上取决于对算法工作原理和用法的深入理解，这可以通过仔细阅读像这样的解释性材料来获得。借助ChatGPT，各种机器学习方法，包括算法，都可以更轻松地理解。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>解释机器学习中的交叉验证概念。<br/>解释监督学习和无监督学习算法之间的区别。<br/>详细说明梯度下降在训练机器学习模型时的作用。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码生成</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">从预先建立的模式或表示中生成源代码的行为称为代码生成。ChatGPT的实施有助于减少重复任务，减少手动编码的需求，从而提高开发过程的效率。通过利用此功能，开发人员可以在减少编码工作量的同时节省宝贵的时间。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>生成使用scikit-learn创建线性回归模型的代码。<br/>生成使用自然语言处理技术（例如分词和词干提取）对文本数据进行预处理的代码。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码审查</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">代码审查是机器学习开发过程中的重要部分。即使在独自工作时，确保机器学习代码的质量，正确性和效率也至关重要。ChatGPT可以通过提供见解，识别潜在问题并提出改进建议来协助进行代码审查。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>审查机器学习算法实现，并就潜在改进或优化提供反馈。<br/>审查线性回归模型的代码，并提出提升性能的方法。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码重构</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">机器学习中的代码重构涉及对现有代码库进行重组和优化，而不改变其行为。关键方面包括模块化，清晰的变量和函数名称，消除代码重复，以及使用优化的库和函数。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>重构机器学习脚本，使其更具模块化和可重用性。<br/>简化使用流行的机器学习库加载和预处理数据的代码。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码补全</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在机器学习中，ChatGPT的代码补全功能使开发人员能够更高效准确地编写代码。通过利用此功能，开发人员可以节省时间和精力，快速生成代码片段，完成函数调用，并根据上下文建议适当的语法。它有助于提高生产率，并遵循机器学习开发中的最佳编码实践。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>为常见的机器学习任务提供代码片段，例如特征缩放，独热编码或模型评估。<br/>帮助完成计算机器学习分类器准确率的函数的实现。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码转换</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT可以成为将机器学习代码从一种编程语言转换为另一种的有用工具。这种能力使开发人员能够使用他们喜欢的语言工作，并将机器学习算法无缝集成到现有代码库中。通过使用ChatGPT，开发人员可以轻松地在不同语言之间翻译代码片段，库和框架，促进跨平台兼容性，并增强在机器学习生态系统中使用不同语言的开发人员之间的协作。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>将在TensorFlow中实现的机器学习模型转换为PyTorch。<br/>将用Python编写的机器学习脚本转换为Jupyter Notebook格式。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>错误检测</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">检测并解决代码中的错误对于构建机器学习模型及其应用的成功至关重要，作为开发人员，确保您创建的机器学习系统既可靠又具有高质量是至关重要的。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">示例提示：<br/>帮助识别并调试导致意外行为或不正确预测的机器学习代码中的错误。<br/>识别可能影响机器学习模型性能的数据预处理步骤的潜在问题。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>文档编写</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在机器学习项目的背景下，现代文档的重要性不容忽视，因为它有助于团队成员之间的协作。ChatGPT具有生成涵盖与机器学习倡议相关的许多不同方面的文档的能力，这可以极大地改进项目团队内的沟通。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>提供有效记录机器学习项目的指导，包括记录模型架构，训练过程和依赖项。<br/>解释如何为机器学习API或包编写清晰简明的文档。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>Git和GitHub</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">Git和GitHub是管理机器学习项目、跟踪更改并促进团队合作的有价值的工具。在机器学习的背景下，ChatGPT可以帮助您理解和利用git和GitHub的版本控制。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>指导使用Git和GitHub进行机器学习项目版本控制的最佳实践。<br/>帮助理解与机器学习开发相关的常见Git命令和工作流程。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>测试与测试用例</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT可以成为生成测试用例、测试文档，并协助处理机器学习项目中某些测试方面的有用工具。虽然机器学习中的测试方法可能与传统软件测试不同，但ChatGPT仍然可以有助于增强测试过程。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>讨论使用适当的测试数据集评估机器学习模型的策略。<br/>提供机器学习代码的单元测试或集成测试示例。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>学习最新的框架</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">成为一名优秀的机器学习从业者意味着要拥抱持续学习，并跟上该领域的最新进展。了解新的框架、技术和技术对于机器学习开发人员至关重要。ChatGPT可以通过提供解释、代码示例、识别代码中潜在问题等方式，帮助您学习新的机器学习框架。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>提供流行的机器学习框架（如TensorFlow、PyTorch或scikit-learn）的概述，并讨论它们的主要特性和用途。<br/>帮助入门并学习特定机器学习框架的基础知识。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>超参数调整</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">为了实现最佳性能，机器学习模型需要仔细调整其超参数。如果您需要根据对机器学习原理的理解来调整超参数，ChatGPT可以提供指导和有价值的见解。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>讨论在机器学习中进行超参数调整的重要性，并提供寻找最佳超参数的策略。<br/>帮助选择适当的范围和值，用于机器学习模型的超参数。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>模型部署</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">模型部署是机器学习项目中的关键步骤，因为它涉及使经过训练的模型可供现实世界使用并运行。ChatGPT可以协助您在模型部署的各个方面提供指导和见解，基于其对机器学习和部署实践的了解。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>解释在生产环境中部署机器学习模型的不同方法。<br/>讨论在将机器学习模型部署为RESTful API时的注意事项和最佳实践。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>数据增强</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">为了扩大和丰富数据集，数据增强是机器学习中一种常用的方法，它涉及使用一系列的改变或调整来呈现信息。当涉及到改进项目中的数据增强技术的理解时，ChatGPT的全面解释和实际演示是不二选择。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>描述在机器学习中用于增加训练数据集大小和多样性的常见数据增强技术。<br/>提供应用于图像或文本数据的数据增强的代码示例。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>模型可解释性</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">可解释性在机器学习中至关重要，因为它使我们能够深入了解模型如何进行预测和决策，尽管ChatGPT的主要功能并不是针对模型可解释性，但它仍然可以支持用户理解和分析相关方法。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>讨论在机器学习中模型可解释性的重要性，以及解释复杂模型（如特征重要性或部分依赖图）的方法。<br/>解释如何使用LIME或SHAP等技术来解释机器学习模型的预测。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>迁移学习</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在机器学习领域，有一种被称为迁移学习的明确定义的技术，允许模型使用从一个任务或数据集中获得的知识来提高其在不同但相关的任务和数据集上的性能。尽管其主要功能并不是专门围绕迁移学习，但ChatGPT可以帮助用户了解如何实施这一技术。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>解释迁移学习的概念，以及如何应用它来加速机器学习模型的开发。<br/>提供利用预训练模型并对其进行微调以完成特定任务的代码示例。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>面试准备</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">一名成功的机器学习面试者必须具备适当的技术知识，结合出色的问题解决能力和自信心，尽管由于其自身的限制无法进行面试，但ChatGPT仍然有助于通过提供见解和实践机会来协助开发人员做好准备。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>分享关于常见机器学习面试问题以及如何应对的见解。<br/>协助准备技术性的机器学习面试，包括讨论算法、数据预处理和模型评估。<br/>使用ChatGPT进行面试准备的示例图像<br/>使用ChatGPT进行面试准备</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>简历和求职信</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">撰写一份写得很好的简历和求职信对于在求职过程中有效展示您的机器学习技能和经验至关重要。虽然ChatGPT不能直接为您撰写简历或求职信，但它可以提供指导和见解，帮助您创建引人注目且有影响力的申请材料。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>提供在简历或求职信中突显机器学习技能和经验的技巧和建议。<br/>提供机器学习岗位的有影响力的项目点或成就的示例。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>网站内容</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">为网站提供引人入胜的内容对于任何网站都至关重要，包括专注于机器学习的网站。ChatGPT可以协助开发人员生成针对机器学习的特定内容，有效地传达信息并吸引用户的兴趣。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：<br/>帮助生成针对机器学习主题的网站的信息性和引人入胜的内容，例如教程、文章或案例研究。<br/>提供关于如何将机器学习概念有效呈现给非技术受众的见解。</p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>正则表达式</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">借助ChatGPT的帮助，可以生成和学习复杂的正则表达式。正则表达式（Regex）是用于在文本数据中进行模式匹配的强大工具，它们也可以应用于机器学习的上下文中。</p><p style="box-sizing: border-box; margin-top: 0px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-bottom: 0px !important;">提示：<br/>解释如何构建正则表达式以从文本数据中提取特定模式或信息。<br/>协助设计用于任务（如电子邮件验证或文本模式匹配）的正则表达式，在机器学习应用中也可以应用这些任务。</p><p><br/></p>

盘点作为web开发工程师必备的15个chatgpt提示词

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<p><span style="text-wrap: nowrap;">更多专业学习ChatGPT的知识，</span><a href="https://www.maxiaoke.com/chatgpt/index/index.html" target="_self" style="text-wrap: nowrap; color: rgb(79, 129, 189);"><strong>点此查看： ChatGTP专题合辑</strong></a></p><p style="box-sizing: border-box; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap; margin-top: 0px !important;">在2023年，Web开发正在迅速发展，作为Web开发人员，学习永无止境。在ChatGPT的帮助下，开发人员可以探索和学习与Web开发相关的广泛主题。ChatGPT可以帮助开发人员更高效、更快速、更准确地编写代码。它可以节省您的时间和精力，使您的工作更加轻松。但是，ChatGPT也有一些限制，因为它不能取代我们在任何领域的知识和专业技能。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230812/be8896f988c5cef6af7d725d7651e64f.png" alt=""/></p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">此外，需要注意的是，ChatGPT的培训数据只延伸到2021年，这意味着它不了解最新的趋势。如果您仔细使用，ChatGPT可以成为您学习和开发过程中的有用工具。以下是一些适用于Web开发人员的ChatGPT提示：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>代码解释</p></li><li><p>代码生成</p></li><li><p>代码审查</p></li><li><p>代码重构</p></li><li><p>代码补全</p></li><li><p>代码转换</p></li><li><p>错误检测</p></li><li><p>文档</p></li><li><p>Git和GitHub</p></li><li><p>测试和测试用例</p></li><li><p>面试准备</p></li><li><p>学习最新的框架</p></li><li><p>简历和求职信</p></li><li><p>网站内容</p></li><li><p>正则表达式</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>解释代码</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">我们可以使用ChatGPT来解释我们的代码片段。它可以提供算法、代码片段或任何与编程相关的概念的详细解释，这将有助于Web开发人员了解这些算法的工作原理以及如何在代码中使用它们。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释面向对象编程的概念，并说明在Web开发中使用代码解释它的优势。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释JavaScript中异步编程的概念，并提供带有代码片段的示例。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">描述将第三方API集成到React应用程序的过程，并解释涉及的代码。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码生成</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">当我们能够从预定义的模板或表示中生成源代码时，这个过程就称为代码生成。通过ChatGPT的帮助，可以减少重复的任务、开发过程和手动编码工作。有了这个功能，Web开发人员可以节省编写手动代码的时间和精力。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">生成代码片段，该代码片段可以针对给定的数据模型自动创建具有基本CRUD（创建、读取、更新、删除）操作API端点。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">编写一个React组件，该组件应该显示一个表单，其中包含名称、电子邮件和消息的输入字段。提交表单后，该组件应该使用HTTP请求将数据发送到服务器。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">实现一个SQL查询，从名为products的数据库表中检索给定类别的产品的最低价格。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码Review</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">Web开发必须包括代码审查部分，但是当一个Web开发人员独自工作时，可能会很难在代码中发现任何潜在问题。借助ChatGPT，我们可以识别代码库中的任何安全问题，或者使其在生产级别上更加优化和安全。代码审查提高了代码的最佳实践、可维护性和质量的一致性。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p>请查看以下JavaScript代码，并提出改进建议。</p></li><li><p>同时请说明代码中是否存在任何安全漏洞。</p></li></ul><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230812/e65f7a53b92f68ca66de798a382595ce.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码重构</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">代码重构是指在不改变代码行为的情况下，对现有代码进行重新结构化，以提高其可读性和效率的过程。ChatGPT可以通过对给定代码进行修改来重构代码，从而节省时间和精力。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">重构提供的JavaScript代码以提高模块化。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">通过重构优化给定代码的性能。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">调整以下HTML组件代码以确保跨移动和桌面屏幕的响应性。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码补全</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT的代码补全功能是一项强大的功能，可以帮助开发人员更高效、更准确地编写代码。通过使用ChatGPT的此功能，开发人员可以使用优化和最佳编码规范来节省时间和精力。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">请使用[编程语言]编写一个代码片段，以按降序对整数数组进行排序。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">请使用[编程语言]编写一个代码片段来解析CSV文件并提取数据。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">使用[编程语言]创建一个Restful API端点，该端点从数据库检索数据并将其作为JSON返回。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>代码转换</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT可以用于将代码从一种编程语言转换为另一种编程语言，这使得开发人员可以使用他们更喜欢的语言并适应现有代码库。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">将下面的代码片段从TypeScript转换为JavaScript。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">将下面的代码从[Framework]转换为[Framework]。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">将以下JavaScript代码转换为Python。[代码]</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>Bug检测</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在开发任何Web应用程序时，Web开发中最关键的部分是检测Web应用程序中的错误。在这里，ChatGPT可以帮助开发人员提高代码的质量和可靠性。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">根据函数要求，解决以下代码中的错误，以生成预期输出。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">检查以下代码片段，并查看由编译器生成的引用错误的成因。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">找出参考代码中的错误，该错误导致无法将背景颜色应用于网页。</p></li></ul><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230812/e9aaa370b225741a25caeddbf428ace9.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>生成文档</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">维护项目文档是开发人员的重要组成部分。它有助于轻松地与团队一起维护、理解和协作项目。ChatGPT可以帮助生成与文档相关的不同方面的文档。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">为React库生成文档，并包含示例和API参考。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">在以下代码片段中添加注释以更好地理解。</p></li></ul><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;"><img src="https://www.maxiaoke.com/uploads/images/20230812/3526528a1b2015401153d2f1d3de2553.png" alt=""/></p><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>Git和GitHub</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">Git和GitHub是软件开发中经常使用的工具，用于任何项目的版本控制和团队合作。ChatGPT可以帮助您使用git和GitHub进行版本控制。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">写一个git命令来推送一个现有的repository。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释以下Git命令。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">如何在GitHub中创建一个新的repository？</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我如何使用GitHub Pages来托管我们的网站？</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>测试和测试用例</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">ChatGPT可以用于编写测试用例和测试文档，还可以用于协助单元测试。它通常用于分析Web应用程序的需求或规范。例如，我们可以提供与表单提交或API调用相关的输入。它可以涵盖多个场景，并验证Web应用程序的预期行为。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">生成测试用例，以验证Web应用程序的注册表单。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">生成测试用例，以确保电子商务网站上的搜索功能的正常功能。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">提供测试用例，以确保Web应用程序与各种Web浏览器及其不同版本兼容。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>面试准备</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">为准备任何面试，需要适当的指导和见解。在这种情况下，ChatGPT可以帮助开发人员在面试中提高面试技能，增强信心，从而为他们提供帮助。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">分享在面试中如何有效地传达我们的经验和技能的技巧。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">在面试的技术环节中，逐步解释我们的项目。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我计划参加[公司]的[职位]面试。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">请帮助我回答一些关于公司的问题。[问题]</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>学习最新的框架</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">作为一名优秀的开发人员，意味着永不停歇的学习。开发人员，了解最新的框架和技术对于Web开发人员至关重要。ChatGPT可以通过提供解释、代码示例、代码中的错误等来帮助您学习新的框架。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">列出某个框架（如React、Angular或学习）的基本概念和特点。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我是一个学习[语言/框架]的Web开发人员。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">建议学习资源，如教程、文档和在线课程，以掌握特定的[语言/框架]。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释在[语言/框架]中编写干净且可维护代码的基本实践。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">探索Web开发框架领域的最新趋势和更新。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>简历和求职信</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">在求职过程中，简历将帮助您脱颖而出。ChatGPT可以帮助您撰写简历和求职信，有效地展示您的技能和经验。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我希望你担任我的简历撰写人。我将会申请[公司]的[职位]。以下是该职位的描述。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">请就如何格式化和组织我以下的简历提供建议。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">请根据我在[公司]的[职位]加以改进我的简历，并添加能展现影响和指标的bullet-point个人成就。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>生成网站内容</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">为了让用户参与我们网站的内容，可以有效地传达我们的信息。ChatGPT可以帮助开发人员为网站生成内容。可以根据网站的具体需求定制内容。</p><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">提示示例：</p><ul style="box-sizing: border-box; margin-bottom: 16px; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我希望您为公司的博客创建一个引人入胜的博客文章标题和介绍。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我希望您为电子商务网站的“关于我们”页面生成内容，该内容可以有效地传达公司的使命和价值观。</p></li></ul><h3 style="box-sizing: border-box; margin-top: 1.75em; margin-bottom: 16px; font-weight: 300; line-height: 1.43; font-size: 1.5em; font-family: Raleway, 微軟正黑體, "Helvetica Neue", Helvetica, Arial, sans-serif; letter-spacing: 0.5px; position: relative; color: rgb(51, 51, 51); text-wrap: wrap;"><a class="reference-link" style="box-sizing: border-box; color: rgb(51, 202, 187); background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial; transition: all 0.3s linear 0s; outline: none !important;"></a>编写正则表达式</h3><p style="box-sizing: border-box; margin-top: 0px; margin-bottom: 16px; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;">复杂的正则表达式可以在ChatGPT的帮助下生成并轻松学习。正则表达式（Regex）通常用于模式匹配。</p><ul style="box-sizing: border-box; padding: 0px 0px 0px 2em; color: rgb(51, 51, 51); font-family: "Microsoft YaHei", Helvetica, "Meiryo UI", "Malgun Gothic", "Segoe UI", "Trebuchet MS", Monaco, monospace, Tahoma, STXihei, 华文细黑, STHeiti, "Helvetica Neue", "Droid Sans", "wenquanyi micro hei", FreeSans, Arimo, Arial, SimSun, 宋体, Heiti, 黑体, sans-serif; font-size: 14px; text-wrap: wrap;" class=" list-paddingleft-2"><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释正则表达式中使用的语法和元字符。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">解释以下JavaScript中的正则表达式。</p></li><li><p style="box-sizing: border-box; margin-top: 16px; margin-bottom: 16px;">我希望您生成一个可以验证用户电子邮件地址的正则表达式。</p></li></ul><p><span style="text-wrap: nowrap;"><br/></span></p><p><br/></p><p><br/></p>