Sure, here is the translated text in simplified Chinese, keeping the HTML structure: ```html

Chatbot with LangChain and OpenAI Part 2: A Step-by-Step Guide for Frontend with Streamlit

``` In simplified Chinese, it would be: ```html

使用LangChain和OpenAI创建聊天机器人 Part 2: 使用Streamlit实现前端的逐步指南

```

Sure, here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

在本指南中,我们将介绍使用LangChain、OpenAI和Streamlit构建简单而功能强大的聊天机器人的过程。这款聊天机器人将利用自然语言处理的能力与用户进行无缝交互。如果你想用LangChain实现后端,请参考此链接:使用LangChain和OpenAI构建聊天机器人 第1部分:SQL数据库集成的逐步指南

``` This HTML snippet contains the translated text in simplified Chinese, formatted for inclusion in an HTML document.

Sure, here's the translation of the text into simplified Chinese while keeping the HTML structure: ```html

我们将从设置环境开始,然后继续使用Streamlit构建前端。

```

Certainly! Here's how you could write "Setting Up the Environment" in simplified Chinese while keeping the HTML structure: ```html

设置环境

```

Certainly! Here's how you can write "Activate Virtual Environment" in simplified Chinese within an HTML structure: ```html
激活虚拟环境:
``` This HTML snippet preserves the structure while displaying the translated text in simplified Chinese.

Sure, here is the HTML structure with the translated text in simplified Chinese: ```html

我们将使用在第一部分创建的同一个虚拟环境。打开您的终端并运行以下命令:

``` In this HTML snippet, the Chinese text translates to: "我们将使用在第一部分创建的同一个虚拟环境。打开您的终端并运行以下命令:" This translates back to English as: "We'll use the same virtual environment we created in Part 01. Open your terminal and run the following commands:"
#On Windows:
.\myenv\Scripts\activate

#On macOS and Linux
source myenv/bin/activate

Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html

2. 安装所需包:

```

在HTML结构中,将以下英文文本翻译为简体中文: 创建一个requirements.txt文件,并添加以下内容:

streamlit
openai
langchain

Sure, here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html 安装包使用pip: ``` This HTML structure ensures that the translated text appears correctly in an HTML document, preserving any formatting or styling applied to it.

pip install -r requirements.txt

```html Building the Frontend with Streamlit ``` 翻译为简体中文: ```html 使用 Streamlit 构建前端 ```

Certainly! Here's how you can structure the HTML to display the translated text in simplified Chinese: ```html

Translate Text to Chinese
Streamlit使创建用于机器学习和数据科学项目的Web应用变得更加简单。这是构建聊天机器人界面的逐步指南。
``` In this HTML structure: - `` specifies the document type and version. - `` sets the document language to simplified Chinese. - `` contains metadata such as character encoding and viewport settings. - The `` tag sets the title of the webpage. - `` contains the main content of the webpage. - The translated text is enclosed in a `
` element for display. Make sure to save this HTML file with UTF-8 encoding to properly display Chinese characters.

Certainly! Here's how you would write "Step 1: Add a Logo and Title" in simplified Chinese within an HTML structure: ```html

步骤1:添加标志和标题

``` This HTML snippet maintains the structure while displaying the translated text in Chinese.

Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html 首先,让我们设置一个简单的布局,包括一个标志和一个标题,用于 Streamlit 应用程序。这有助于赋予应用程序更加专业的外观和感觉。 ``` This HTML structure wraps the translated Chinese text to maintain the context and structure as requested.

  1. ```html

    导入 Streamlit:这一行导入了 Streamlit 库,用于构建网页应用。

    ```
  2. Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

    设置Logo URL:在这里,您需要定义到您的Logo图片的路径或URL。请用实际的路径或URL替换“path_to_logo.png”。

    ``` This HTML snippet maintains the structure while providing the translated text in simplified Chinese.
  3. 在 HTML 结构中添加 Logo 和标题,使用 Markdown 格式:
  4. Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html

    st.markdown 允许您在 Streamlit 应用中包含自定义的 HTML 和 CSS。设置 unsafe_allow_html=True 参数是渲染 HTML 内容所必需的。

    ```
  5. Sure, here is the translation of the text into simplified Chinese while maintaining HTML structure: ```html

    The f"..." syntax is a formatted string literal (f-string) that allows you to embed expressions inside string literals.

    ``` Translated text in simplified Chinese: ```html

    f"..." 语法是一种格式化字符串字面量(f-string),允许您在字符串字面量中嵌入表达式。

    ``` This HTML snippet keeps the original structure while providing the translation in simplified Chinese.
  6. Sure, here's how you could structure the HTML while translating the text into simplified Chinese: ```html
    使用CSS对
    元素进行样式设置,以便以弹性盒布局(flexbox)显示其内容。这有助于将标志和标题并排对齐。
    ``` In simplified Chinese characters: ```html
    使用CSS对
    元素进行样式设置,以便以弹性盒布局(flexbox)显示其内容。这有助于将标志和标题并排对齐。
    ``` This HTML snippet maintains the structure while incorporating the translated text.
    import streamlit as st

    # Add a logo and title
    logo_url = "path_to_logo.png" # Replace with the actual URL of your logo
    st.markdown(
    f"""
    <div style="display: flex; justify-content: space-between; align-items: center;">
    <h1>Chinook Tunes</h1>
    <img src="{logo_url}" style="height: 50px;">
    </div>
    """,
    unsafe_allow_html=True,
    )

    Sure, here is the translation of "Step 2: Initialize Chat History" in simplified Chinese while keeping the HTML structure intact: ```html Step 2: 初始化聊天记录 ``` In this HTML snippet, `初始化聊天记录` represents the translated text "初始化聊天记录" (Initialize Chat History) in simplified Chinese.

    Certainly! Here's the translation of the text into simplified Chinese, keeping the HTML structure intact: ```html

    我们需要创建一个机制,在Streamlit应用程序中存储和维护聊天历史记录,确保在交互中保持对话上下文。

    ``` This HTML snippet contains the simplified Chinese translation of the text you provided.
    • Sure, here is the translated text with the HTML structure preserved: ```html st.session_state 是 Streamlit 中一个特殊的类似字典的对象,用于在脚本的重新运行之间存储变量。这使得你可以在用户交互之间维护状态信息,比如聊天记录。 ``` ### Explanation: - **st.session_state 是** (st.session_state is): This introduces the concept. - **Streamlit 中** (in Streamlit): Specifies the context. - **一个特殊的类似字典的对象** (a special dictionary-like object): Describes the nature of `st.session_state`. - **用于在脚本的重新运行之间存储变量** (used to store variables across reruns of the script): Explains its main function. - **这使得你可以在用户交互之间维护状态信息** (This allows you to maintain state information between user interactions): Describes the benefits. - **比如聊天记录** (such as chat history): Gives an example of what state information might include.
    # Initialize chat history
    if "history" not in st.session_state:
    st.session_state["history"] = []
  7. Certainly! Here's how you can write the translated text in HTML structure: ```html

    if 语句检查 st.session_state 中是否已经存在键名为 "history" 的项。如果不存在,则用空列表([])初始化 st.session_state["history"]。

    ``` This HTML snippet presents the translated text in simplified Chinese, while maintaining the HTML structure around it.
  8. ```html

    步骤 3:处理消息发送的功能

    ```

    Sure, here's how you can structure the HTML while translating the text to simplified Chinese: ```html

    Translate Text to Chinese

    定义一个函数来处理发送用户消息、接收响应并更新聊天历史的过程。

    ``` In this HTML structure: - `lang="zh-CN"` specifies the language as simplified Chinese. - The content inside `

    ` is the translated text: "定义一个函数来处理发送用户消息、接收响应并更新聊天历史的过程。"

    Here’s how you can translate the English text to Simplified Chinese while keeping the HTML structure intact: ```html send_message 是一个处理用户输入消息的函数。 ``` If you have specific HTML tags or structure that you want to maintain around the text, please provide that structure, and I can include the translation in the correct context. Here’s an example with HTML tags: ```html

    send_message is a function that processes the user's input message.

    ``` Translated with HTML tags: ```html

    send_message 是一个处理用户输入消息的函数。

    ``` Feel free to provide more details if you have additional HTML structure or context!
    • ```html 它首先检查是否有任何用户输入 (st.session_state.user_input)。 ```
    • To translate "If there is, it stores the user input in a variable user_message." into simplified Chinese while keeping the HTML structure, you can use the following code snippet: ```html

      如果存在,则将用户输入存储在变量 user_message 中。

      ``` In this HTML snippet: - `

      ` tags are used to encapsulate the translated text, assuming it's a paragraph in your document structure. - The Chinese text inside the `

      ` tags translates the English sentence into simplified Chinese. Make sure your HTML document is properly encoded and declared with UTF-8 to display Chinese characters correctly.

    • To translate the given English text "The function handle_chat(user_message) is called to get the response. (This function is defined in part 01.)" into simplified Chinese while keeping the HTML structure intact, you can use the following: ```html

      调用函数 handle_chat(user_message) 来获取响应。(此函数在第 01 部分中定义。)

      ``` This HTML snippet maintains the structure and incorporates the Chinese translation within a `

      ` (paragraph) tag.

    • Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 用户的消息和聊天机器人的回复被附加到存储在 st.session_state["history"] 中的聊天历史记录中。 ``` This HTML-structured text can be directly used in your HTML document or application where necessary.
    • Sure, here's the translated text in simplified Chinese, while keeping the HTML structure: ```html

      最后,通过将 st.session_state.user_input 设置为空字符串,清除用户输入字段。

      ```
    from agent import handle_chat

    # Function to handle message sending
    def send_message():
    if st.session_state.user_input:
    user_message = st.session_state.user_input
    response = handle_chat(user_message)
    st.session_state["history"].append(("You", user_message))
    st.session_state["history"].append(("CT", response['output']))
    st.session_state.user_input = ""

    # User input field
    user_input = st.text_input(
    "Enter your message:", key="user_input", on_change=send_message
    )

    Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

    st.text_input 在 Streamlit 应用程序中创建一个文本输入字段。

    ``` In this HTML snippet: - `

    ` denotes a paragraph tag. - `st.text_input 在 Streamlit 应用程序中创建一个文本输入字段。` is the translated text in simplified Chinese.

    • The label for the input field is “输入您的消息:”.
    • ```html

      key="user_input" 参数确保输入字段的值存储在 st.session_state 下,键为 "user_input"。

      ```
    • Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

      参数 on_change=send_message 指定每当用户输入发生变化时(例如,用户按下回车键),应调用 send_message 函数。

      ``` In simplified Chinese: ```html

      参数 on_change=send_message 指定每当用户输入发生变化时(例如,用户按下回车键),应调用 send_message 函数。

      ```

    Certainly! Here's the translation of "Step 4: Send Button" in simplified Chinese, while keeping the HTML structure intact: ```html

    第四步:发送按钮

    ``` This HTML code will display "第四步:发送按钮" as a heading, where "第四步" means "Step 4" and "发送按钮" means "Send Button" in simplified Chinese.

    Sure, here's how you can structure your HTML while translating the text into simplified Chinese: ```html

    聊天界面
    ``` In this HTML structure: - `` creates an input box where users can type their message. - `` is the button used to send the message. I've added comments in Chinese (between ``) to indicate the purpose of each element in the structure. This should help enhance user interaction with the chat interface while ensuring the HTML structure remains intact.

    To translate "st.button creates a button in the Streamlit app." into simplified Chinese while keeping the HTML structure, you would write: ```html st.button 在 Streamlit 应用程序中创建一个按钮。 ``` This HTML-like structure is used to indicate how the translated text should be integrated into a web-based environment, such as a Streamlit app.

    • Sure, here is the HTML structure with the text "The label for the button is 'Send'" translated into simplified Chinese: ```html

      按钮的标签是“发送”。

      ``` This HTML code maintains the structure while presenting the translated text in simplified Chinese.
    • Sure, here's the HTML structure with the translated text in simplified Chinese: ```html Translate to Chinese

      当点击此按钮时,返回True;否则返回False。

      ``` In this HTML structure: - `` specifies that the language is simplified Chinese. - `` ensures proper character encoding for Chinese characters. - The text "当点击此按钮时,返回True;否则返回False。" translates to "When this button is clicked, it returns True; otherwise it returns False."
    # Send button
    send_button = st.button("Send")

    if send_button and st.session_state.user_input:
    send_message()

    Sure, here's how you can write that phrase in simplified Chinese while keeping the HTML structure intact: ```html 这个if语句检查两个条件: ``` This HTML snippet now contains the translated phrase "这个if语句检查两个条件:" in simplified Chinese.

    • Sure, here's the HTML structure with the translated text in simplified Chinese: ```html

      发送按钮是否被点击(send_button 为真)。

      ``` In this HTML snippet: - `

      ` denotes a paragraph tag for text content. - `发送按钮是否被点击(send_button 为真)` is the translation of "Whether the send button was clicked (send_button is True)" into simplified Chinese.

    • Sure, here's the translation of the text "Whether there is user input (st.session_state.user_input is not empty)" into simplified Chinese while keeping the HTML structure: ```html 无论用户是否输入(st.session_state.user_input 不为空)。 ``` This HTML snippet preserves the structure and provides the simplified Chinese translation.
    • Sure, here's the translated text in simplified Chinese, keeping the HTML structure: ```html 如果两个条件都满足,则调用 send_message 函数来处理并发送用户的消息。 ``` This maintains the structure and provides the translation of the English text.

    Certainly! Here's the translation of "Step 5: Display Chat History" in simplified Chinese while keeping the HTML structure: ```html Step 5: 显示聊天记录 ``` This HTML snippet ensures that the text "显示聊天记录" is displayed correctly in a web page, maintaining both the structure and the Chinese translation.

    Certainly! Here's how you can structure your HTML with the translated text in simplified Chinese: ```html

    Display Chat History
    在 Streamlit 界面上显示聊天历史,展示用户和聊天机器人之间的对话。
    ``` In this HTML snippet: - `lang="zh-CN"` specifies the language as simplified Chinese. - The text "Display the chat history on the Streamlit interface to show the conversation between the user and the chatbot." is translated to "在 Streamlit 界面上显示聊天历史,展示用户和聊天机器人之间的对话。" - Ensure that your HTML file is saved and encoded correctly as UTF-8 to display Chinese characters properly.

    Certainly! Here's how you could structure the HTML with the translated Chinese text: ```html

    这个 for 循环遍历存储在 st.session_state["history"] 中的聊天记录。

    ``` This HTML snippet keeps the structure intact while presenting the translated text in simplified Chinese.

    在保留 HTML 结构的情况下,将以下英文文本翻译成简体中文: ### English Text: **reversed is used to display the messages in reverse order, showing the most recent messages at the bottom.** ### Simplified Chinese Translation: ```html reversed 用于以相反的顺序显示消息,将最新的消息显示在底部。 ``` ### Complete HTML Example 如果你需要将这句话嵌入到一个 HTML 文件中,以下是一个完整的 HTML 示例: ```html

    Message Display

    reversed 用于以相反的顺序显示消息,将最新的消息显示在底部。

    ``` ### Explanation - **reversed 用于以相反的顺序显示消息**: “reversed” 是一个用来改变消息显示顺序的功能。 - **将最新的消息显示在底部**: 这是说明这个功能的效果,即最新的消息会被显示在底部。

    Sure, here's the HTML structure with the text translated into simplified Chinese: ```html

    enumerate 用于获取聊天记录中每个条目的索引(idx)和内容(user, message)。

    ``` In simplified Chinese: ```html

    enumerate 用于获取聊天记录中每个条目的索引(idx)和内容(user, message)。

    ``` This HTML structure maintains the original formatting while presenting the translated text in simplified Chinese.
    # Display chat history
    for idx, (user, message) in enumerate(reversed(st.session_state["history"])):
    if user == "You":
    st.markdown(f"<div style='text-align: right;'><b>You:</b> {message}</div>", unsafe_allow_html=True)
    else:
    st.markdown(f"<div style='text-align: left;'><b>CT:</b> {message}</div>", unsafe_allow_html=True)

    # Horizontal line for separation
    st.markdown("---")

    Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

    if 语句检查消息是否来自用户还是聊天机器人:

    ``` This HTML snippet now contains the translated text "if 语句检查消息是否来自用户还是聊天机器人:" in simplified Chinese.
    • Certainly! Here's the translated HTML structure with the text in simplified Chinese: ```html 消息对齐和标签
      如果消息来自用户(user == "You"),使用CSS将文本右对齐,并标记为“你”。
      ``` In this HTML structure: - The text "如果消息来自用户(user == 'You'),使用CSS将文本右对齐,并标记为“你”" is the translated content. - The CSS class `.message` aligns the text to the right (`text-align: right;`) as specified.
    • To translate the English text into simplified Chinese and keep the HTML structure intact, you can use the following: ```html 如果消息来自聊天机器人(用户 != "You"),则使用CSS将文本左对齐,并标记为“CT”。 ``` This HTML structure remains the same, with the text translated into simplified Chinese within the `

      ` tag, for example: ```html

      如果消息来自聊天机器人(用户 != "You"),则使用CSS将文本左对齐,并标记为“CT”。

      ``` Make sure the HTML tags (`

      ` and `

      `) are included to maintain the structure.
    • Sure, here's how you can structure it in HTML with the translation: ```html

      st.markdown 用于呈现 HTML 内容,需使用 unsafe_allow_html=True 参数以允许 HTML 渲染。

      ``` In simplified Chinese: ```html

      st.markdown 用于呈现 HTML 内容,需使用 unsafe_allow_html=True 参数以允许 HTML 渲染。

      ``` This preserves the HTML structure while providing the translation in simplified Chinese.

    Certainly! Here is the HTML structure with the text "Example Usage" translated to simplified Chinese: ```html 示例用法

    示例用法

    ``` In this HTML structure: - `lang="zh-CN"` specifies the language as simplified Chinese. - `` and `<h1>` tags contain the translated text "示例用法" (Example Usage).</h1> <p>To translate the text to simplified Chinese while keeping the HTML structure intact, you can use the following: ```html 这是如何使用聊天机器人的方法。只需在输入框中输入消息,然后点击“发送”。聊天机器人将会用生成的回复来回应。 ``` Here's how it looks in the HTML structure: ```html </p> <p>这是如何使用聊天机器人的方法。只需在输入框中输入消息,然后点击“发送”。聊天机器人将会用生成的回复来回应。</p> ``` This HTML will display the translated text in simplified Chinese on your webpage or document.<figure class="pz qa qb qc qd mf mt mu paragraph-image"><div role="button" tabindex="0" class="mv mw fi mx bg my"><div class="ml mm mn"><picture><img alt="" class="bg lm mz c" width="1000" height="563" loading="eager" role="presentation" src="/posts/1%24n_lNtLgfxEHOK514Y2Tq1g.gif"></picture></div></div></figure><h1>Certainly! Here's how you can write "Conclusion" in simplified Chinese within an HTML structure: ```html <conclusion>结论</conclusion> ``` In this example, `<conclusion>` and `</conclusion>` are placeholders to show where the Chinese text "结论" (which means "Conclusion" in English) would be placed within the HTML tags.</h1> <figure class="pz qa qb qc qd mf ml mm paragraph-image"><div class="ml mm re"><picture><img alt="" class="bg lm mz c" width="500" height="281" loading="eager" role="presentation" src="/posts/0%24zEaqvtmGudw7HqJ-"></picture></div></figure><p>Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html </p> <p>通过以下步骤,您已成功使用LangChain、OpenAI和Streamlit创建了一个基本但功能强大的聊天机器人界面。这个界面允许用户无缝交互,保留聊天历史并提供实时响应。</p> ``` In this HTML snippet: - `<p>` denotes a paragraph element in HTML. - The Chinese text is enclosed within `</p> <p>` and `</p>` to structure it as a paragraph.<p>Certainly! Here's the translation of the text into simplified Chinese while maintaining the HTML structure: ```html </p> <p>Streamlit 的简洁性和灵活性使其成为开发和迭代您的聊天机器人用户界面的优秀选择。</p> ``` This HTML snippet translates to: "Streamlit 的简洁性和灵活性使其成为开发和迭代您的聊天机器人用户界面的优秀选择。"<h1>Sure! Here’s the translation: ```html Connect and Collaborate 连接与合作 ```</h1> <p>Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html </p> <p>如果您觉得这个项目很有趣,并且想进一步讨论机器学习、自然语言处理或者任何其他相关话题,请随时通过 LinkedIn 与我联系。我非常乐意与这个领域的同道和专业人士建立联系。</p> ``` This HTML structure maintains the paragraph formatting while presenting the translated text in simplified Chinese.<p>Certainly! Here's the HTML structure with the text translated to simplified Chinese: ```html </p> <p>想了解更多我的项目和代码,请访问我的 GitHub。您将找到多个项目展示我的数据科学、机器学习等工作。如果您有任何问题或合作想法,请随时联系我。</p> ``` In this HTML snippet: - `<p>` indicates a paragraph element, commonly used for text content. - The Chinese text inside `</p> <p>` is the translation of the provided English text.</p>

2024-07-13 04:36:59 AI中文站翻译自原文

人工智能接管:我们是否高估了人类智能?

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⚔️ AI巨头之战:谁能通过驾驶理论考试?

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如何为您的品牌制定一套杀手级人工智能营销策略。

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Sure, here's the translation of "More Thoughts on AI, Jobs, Wages, Skills, the Future, &etc." in simplified Chinese: 关于人工智能、工作、工资、技能、未来等方面的更多思考

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AI 动力编程 —— 少许帮助

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Sure, here is the translation of "10 ChatGPT Prompts That Help With Self-Improvement" in simplified Chinese: 《10个ChatGPT提示,帮助提升自我》

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理解ChatGPT的工作原理:详细指南

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Prompt Engineering 的工程部分是什么?

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