Sure, here's the translation of your text into simplified Chinese while keeping the HTML structure: ```html Chatbot with LangChain and OpenAI: A Step-by-Step Guide with SQL Database Integration ``` Translated text: ```html 使用LangChain和OpenAI创建聊天机器人：SQL数据库集成逐步指南 ```

```html

在本指南中，我们将通过Langchain和OpenAI的过程来创建一个聊天机器人。我们将涵盖从设置开发环境到部署您的聊天机器人的所有内容。无论您是初学者还是经验丰富的开发人员，本教程都将帮助您构建一个功能齐全且交互式的聊天机器人。

```

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

设置环境
使用 Langchain 构建后端 ∘ 步骤 1：创建 .env 文件 ∘ 步骤 2：创建数据库 ∘ 步骤 3：创建代理
使用示例 ∘ 示例用法 01 ∘ 示例用法 02 ∘ 示例用法 03
结论
连接与协作

``` This HTML structure represents the translated text as a list in simplified Chinese. Each bullet point corresponds to the translated content provided.

在HTML结构中，将以下英文文本翻译成简体中文：设置环境

在保持HTML结构的前提下，将以下英文文本翻译为简体中文：首先，让我们设置开发环境。确保您的系统已安装Python。我们还需要安装一些依赖项。打开您的终端并运行以下命令：

在保留HTML结构的情况下，将英文文本“Create a New Virtual Environment”翻译成简体中文。

python -m venv myenv

Sure, here is the translation in simplified Chinese while keeping the HTML structure: ```html 2. 激活虚拟环境： ```

#On Windows:
.\myenv\Scripts\activate

#On macOS and Linux
source myenv/bin/activate

To translate "Install Required Packages: create a requirements.txt file with the following content:" into simplified Chinese while keeping the HTML structure, you would write: ```html 安装必需的包：创建一个 requirements.txt 文件，其中包含以下内容： ``` This translation preserves the HTML tags while providing the Chinese translation of the text.

openai
langchain
langchain-experimental
python-dotenv

在保持HTML结构的情况下，将英文文本“Install the packages using pip:”翻译为简体中文可以这样写：使用pip安装包：

pip install -r requirements.txt

在Langchain中构建后端

在本节中，我们将使用Langchain构建聊天机器人的后端，并集成OpenAI API。 To keep the HTML structure intact while adding the translated text, you would wrap the Chinese text in appropriate tags, such as `

...

` or `...`, depending on your specific HTML structure and requirements.

To translate "Step 1: Create a .env file" into simplified Chinese while keeping the HTML structure, you can use the following: ```html Step 1: 创建一个 .env 文件 ``` In this translation: - "Step 1:" remains unchanged as it is part of the instructional step. - "Create a .env file" is translated to "创建一个 .env 文件": - "创建" means "create". - "一个" means "a". - ".env 文件" directly translates to ".env file", where ".env" is typically not translated as it is a commonly understood format name even in Chinese technical contexts. Make sure your HTML structure remains intact around this translated text.

To translate the given English text into simplified Chinese and keep the HTML structure intact, you can use the following: ```html

首先，我们需要创建一个 .env 文件来安全地存储我们的 API 密钥。这个文件将包含 OpenAI 和 SerpAPI 的 API 密钥，这些密钥对于发出请求至关重要。

``` This HTML snippet will display the translated Chinese text while maintaining the necessary structure for integration into a web page or application.

在你的项目目录中创建一个名为 .env 的新文件。
Sure, here is the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html 要获取OpenAI API密钥，您需要在他们的网站上创建一个账户：openai.com。 ``` This HTML structure ensures that the translated text maintains the original formatting and context.
Sure, here is the HTML structure with the simplified Chinese translation: ```html
要获取SerpAPI密钥，请在他们的网站上创建一个账户：serpapi.com。
``` In this HTML snippet: - `
` denotes a paragraph element. - The Chinese text inside `

` translates the English text "To obtain a SerpAPI key, you need to create an account on their website: serpapi.com."
Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html 打开 .env 文件并添加以下行，将 your_openai_api_key_here 和 your_serpapi_api_key_here 替换为您的实际 API 密钥： ```

OPENAI_API_KEY=your_openai_api_key_here
SERPAPI_API_KEY=your_serpapi_api_key_here

在保留HTML结构的情况下，将以下英文文本翻译为简体中文：步骤 2：创建数据库

Sure, here's the simplified Chinese translation while maintaining HTML structure: ```html 我们将使用提供的SQL脚本创建我们的SQLite数据库。这个脚本将设置必要的表格。 ``` This HTML snippet preserves the structure and inserts the translated text in simplified Chinese.

To translate "Download the script Chinook_Sqlite.sqlite in https://github.com/lerocha/chinook-database" into simplified Chinese while keeping the HTML structure, you can use the following: ```html 下载脚本 Chinook_Sqlite.sqlite 在 https://github.com/lerocha/chinook-database ``` This HTML snippet maintains the structure of the original text while providing the translated content in simplified Chinese.
To translate "Open your terminal and navigate to your project directory." to simplified Chinese while keeping the HTML structure, you would write: ```html 打开你的终端并导航到你的项目目录。 ``` This translates each part as follows: - "打开你的终端" (Open your terminal) - "并" (and) - "导航到你的项目目录" (navigate to your project directory) Make sure to use appropriate encoding and ensure your HTML document declares the correct character set (``) to display Chinese characters correctly.
在保留HTML结构的情况下，将以下英文文本翻译成简体中文：运行以下命令来创建Chinook.db数据库并执行SQL脚本：

sqlite3 Chinook.db
.read Chinook_Sqlite.sql

To translate the English text "This will create the database and set up the tables defined in the chinook_Sqlite.Sqlite file." into simplified Chinese while maintaining HTML structure, you can use the following: ```html

这将创建数据库并设置在 chinook_Sqlite.Sqlite 文件中定义的表。

``` This HTML snippet ensures the translation is presented clearly within a paragraph (`

` tag).

Sure, here's how you can translate "Step 3: Create agent" into simplified Chinese while keeping the HTML structure: ```html Step 3: 创建代理 ``` In this HTML snippet: - `3` is used to maintain the structure and style if needed. - "创建代理" translates to "Create agent" in simplified Chinese.

以下是简体中文翻译，并保持HTML结构： ```html 接下来，我们将创建代理程序，其中包含我们聊天机器人代理的代码。此文件将使用Langchain库来处理用户输入和响应。 ``` 这段文本已经按照您要求进行了翻译。

在你的项目目录中创建一个名为 agent.ipynb 的新文件（一个笔记本文件）。

在agent.ipynb文件中打开，并添加以下代码：

To translate the given text into simplified Chinese while keeping the HTML structure intact, you can represent it as follows: ```html

Imports: The first set of lines import necessary modules and classes from the Langchain library, dotenv, os, and openai. These will be used to set up the chatbot, handle database interactions, and manage environmental variables.

``` Now, translated into simplified Chinese: ```html

导入：首先，从Langchain库、dotenv、os和openai导入必要的模块和类。这些将用于设置聊天机器人、处理数据库交互以及管理环境变量。

``` This maintains the HTML structure with the translated text.

from langchain.utilities import SQLDatabase
from langchain_experimental.sql import SQLDatabaseChain
from langchain.chat_models import ChatOpenAI

from langchain.agents import create_sql_agent
from langchain.agents.agent_toolkits import SQLDatabaseToolkit
from langchain.agents.agent_types import AgentType

from langchain.chains import LLMMathChain
from langchain.utilities import SerpAPIWrapper
from langchain.agents import initialize_agent, Tool
from langchain.prompts import MessagesPlaceholder
from langchain.memory import ConversationBufferMemory

from dotenv import load_dotenv
import os
import openai

To translate the given English text to simplified Chinese while maintaining HTML structure, you can use the following: ```html

2. 加载环境变量：load_dotenv() 函数将 .env 文件中的环境变量加载到环境中，使得 API 密钥可以访问。

``` This HTML snippet preserves the numbered list format (`

` tag can be used for simplicity here) and ensures the translation is accurate.

# Load environment variables from the .env file
load_dotenv()

openai_api_key = os.getenv('OPENAI_API_KEY')

Sure, here's the text translated into simplified Chinese while keeping the HTML structure intact: ```html 3. 连接到 SQLite 数据库：使用 Langchain SQLDatabase 实用工具连接到 Chinook.db SQLite 数据库。 ```

db = SQLDatabase.from_uri("sqlite:///Chinook.db")

Sure, here's the translation of "Initialize the language model: Sets up the ChatOpenAI model with specific parameters:" into simplified Chinese while keeping the HTML structure: ```html 初始化语言模型：使用特定参数设置ChatOpenAI模型： ```

To translate "model: Specifies the model version to use." into simplified Chinese while keeping the HTML structure, you would write: ```html model: 指定要使用的模型版本。 ``` In this translation: - `` and `` are HTML tags for bold text. - "model:" is kept in bold to maintain its prominence as a label or identifier. - "指定要使用的模型版本。" translates the sentence "Specifies the model version to use."
Sure, here's the simplified Chinese translation of the text while keeping the HTML structure intact: ```html 温度：控制模型输出的随机性。 ``` This HTML structure preserves the translation and allows it to be integrated into web content seamlessly.
Sure, here's how you can structure and translate the text into simplified Chinese, while maintaining HTML structure: ```html openai_api_key：用于验证向OpenAI发出请求的API密钥。 ``` This HTML snippet ensures that the translation is clearly separated from any surrounding text and maintains clarity in both languages.
在保持 HTML 结构的前提下，将以下英文文本翻译为简体中文： ```html verbose: 启用详细日志以进行调试。 ```

llm = ChatOpenAI(
    model="gpt-3.5-turbo-16k",
    temperature=0.0,
    openai_api_key=openai_api_key,
    verbose=True,
)

To translate the English text "Create SQL database chain: Creates a chain that connects the language model (llm) with the SQL database (db), enabling the model to query the database." into simplified Chinese while keeping HTML structure, you can use the following: ```html 创建SQL数据库链：创建一个链条，将语言模型（llm）与SQL数据库（db）连接起来，使模型能够查询数据库。 ``` This HTML code ensures the translation is maintained within an HTML context, suitable for embedding into web pages or documents where HTML formatting is required.

db_chain = SQLDatabaseChain.from_llm(llm, db, verbose=True)

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

6. 创建数学链：为使用语言模型处理数学查询设置链条。

```

llm_math_chain = LLMMathChain.from_llm(llm=llm, verbose=True)

在保持HTML结构的情况下，将以下英文文本翻译成简体中文： 7. 获取SerpAPI密钥并初始化：从环境变量中获取SerpAPI密钥，并初始化SerpAPIWrapper以处理搜索查询。

serpapi_api_key = os.getenv('SERPAPI_API_KEY')
search = SerpAPIWrapper(serpapi_api_key=serpapi_api_key)

Sure, here's the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html 8. 定义工具：创建一个工具列表（搜索、计算器和数据库查询），代理可以使用这些工具来回答不同类型的问题： ``` In this HTML snippet, the translated Chinese text is inserted into the appropriate place while maintaining the structure of the original HTML code.

Sure, here is the translation of "Search: Handles questions about current events using SerpAPI" into simplified Chinese while maintaining HTML structure: ```html 搜索：使用SerpAPI处理有关当前事件的问题。 ```
Sure, here is the translated text in simplified Chinese while keeping the HTML structure intact: ```html 计算器：使用数学链处理数学问题。 ```
Sure, here's the translation of "FooBar-DB: Handles database queries using the SQL database chain." in simplified Chinese, while keeping the HTML structure intact: ```html FooBar-DB：使用SQL数据库链处理数据库查询。 ```

tools = [
    Tool(
        name="Search",
        func=search.run,
        description="useful for when you need to answer questions about current events. You should ask targeted questions",
    ),
    Tool(
        name="Calculator",
        func=llm_math_chain.run,
        description="useful for when you need to answer questions about math",
    ),
    Tool(
        name="FooBar-DB",
        func=db_chain.run,
        description="useful for when you need to answer questions about FooBar. Input should be in the form of a question containing full context",
    ),
]

To translate "Set up memory: Initializes a conversation buffer memory to store and manage the context of the conversation." into simplified Chinese, while keeping the HTML structure, you would write: ```html 9. 设置内存：初始化对话缓冲内存，用于存储和管理对话的上下文。 ``` This HTML snippet preserves the numbering and the structure while presenting the translated text in simplified Chinese.

memory = ConversationBufferMemory(memory_key="memory", return_messages=True)

Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html 10. 代理配置：定义代理的附加配置，指定额外的提示消息应包含对话记忆。 ``` This translation maintains the structure of the original text and provides the Chinese equivalent for each component.

agent_kwargs = {
    "extra_prompt_messages": [MessagesPlaceholder(variable_name="memory")],
}

Sure, here's how you can translate the given text into simplified Chinese while keeping the HTML structure intact: ```html 11. 初始化代理程序：使用定义的工具、语言模型、内存和配置设置代理程序。指定代理程序类型为OPENAI_FUNCTIONS，并启用详细日志记录。 ``` In this translation: - "初始化代理程序" corresponds to "Initialize the agent." - "使用定义的工具、语言模型、内存和配置设置代理程序" translates to "Sets up the agent with the defined tools, language model, memory, and configuration." - "指定代理程序类型为OPENAI_FUNCTIONS" means "The agent type is specified as OPENAI_FUNCTIONS." - "并启用详细日志记录" translates to "and verbose logging is enabled."

agent = initialize_agent(
    tools,
    llm,
    agent=AgentType.OPENAI_FUNCTIONS,
    verbose=True,
    agent_kwargs=agent_kwargs,
    memory=memory,
)

To translate "12. Run the agent: defines a new function named handle_chat" into simplified Chinese while keeping the HTML structure, you would write: ```html 12. 运行代理程序：定义一个名为 handle_chat 的新函数： ```

在保持HTML结构的情况下，将以下英文文本翻译成简体中文：调用代理对象的invoke方法，并将查询作为参数传递。
Sure, here's the translation of the English text into simplified Chinese while keeping HTML structure: ```html 代理使用之前配置的工具、内存和语言模型处理输入查询。 ``` In this HTML snippet, `` tags are used to wrap the translated Chinese text to maintain the structure of the original HTML.
To translate the provided English text "The result of the invoke method is stored in the variable response. This result is the chatbot's reply to the user's query" into simplified Chinese while keeping HTML structure, you can use the following: ```html
invoke 方法的结果存储在变量 response 中。这个结果是聊天机器人对用户查询的回复。
``` In this HTML snippet: - `
` tags are used to enclose the translated text, assuming it's a paragraph. - Chinese text is inserted directly between the tags. Make sure your HTML file is properly encoded to support Chinese characters, typically using UTF-8 encoding.

# Define the handle_chat function
def handle_chat(query):
    response = agent.invoke({"input": query})
    return response

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

使用示例

``` In this HTML snippet, `

` tags are used to wrap the translated text "使用示例", which means "Examples of usage" in simplified Chinese.

Sure, here is the text "Example usage 01" translated into simplified Chinese while keeping the HTML structure: ```html 示例用法 01 ``` In this HTML snippet, `` is used to contain the translated text "示例用法 01".

在这个示例中，我们演示了LangChain代理如何无缝地查询数据库，以找到艺术家的数量。当用户输入查询：“我们的数据库中有多少艺术家？”时。

在保持HTML结构的情况下，将以下英文文本翻译为简体中文：代理通过其调用方法处理此输入：

To translate "It initiates an AgentExecutor chain and invokes the database tool" into simplified Chinese while keeping the HTML structure, you would write: ```html 它启动一个AgentExecutor链并调用数据库工具 ``` In this HTML snippet, the Chinese text is enclosed within `` tags to maintain proper structure.
Sure, here's how you can write that in simplified Chinese while keeping the HTML structure: ```html 执行 SQL 查询 SELECT COUNT(*) FROM Artist。 ```
Sure, here's the text translated to simplified Chinese while keeping the HTML structure: ```html
结果[(275,)]表明数据库中有275位艺术家。
``` In this translation: - "结果" means "result". - "[(275,)]" is kept as is within the sentence. - "表明" means "indicates". - "数据库中有275位艺术家" means "there are 275 artists in the database".
To translate the English text "The agent then returns a human-readable answer, 'There are 275 artists in our database.'" into simplified Chinese while keeping the HTML structure intact, you would write: ```html
该代理程序随后返回一个易于阅读的答案，“我们的数据库中有275位艺术家。”
``` In this HTML snippet: - `
` and `
` enclose the translated text to denote a paragraph. - The Chinese text is enclosed in double quotation marks as per standard typography in Chinese. - The HTML structure is preserved with proper opening and closing tags to maintain document validity.

# Example usage 01
query = "How many artists are there in our database?"
response = handle_chat(query)
print(response)

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

这个输出展示了LangChain集成数据库、执行SQL查询和管理对话上下文的能力。通过使用特定工具并保持对话记忆，LangChain的代理能够提供准确而连贯的回应，简化自然语言查询和自动化数据检索的过程。

``` This HTML snippet contains the translated text: "这个输出展示了LangChain集成数据库、执行SQL查询和管理对话上下文的能力。通过使用特定工具并保持对话记忆，LangChain的代理能够提供准确而连贯的回应，简化自然语言查询和自动化数据检索的过程。"

Certainly! Here is the simplified Chinese translation of "Example usage 02" while keeping the HTML structure: ```html 示例用法 02 ``` This HTML snippet ensures that the text "示例用法 02" is marked as simplified Chinese for proper display and interpretation by browsers.

Here is the translated text in simplified Chinese, while keeping the HTML structure intact: ```html 在这个示例中，我们展示了LangChain代理如何处理涉及基本算术的更复杂查询。用户输入查询：“如果有10位艺术家去世了，我们数据库中还有多少艺术家？”。 ``` This HTML snippet contains the translated text in simplified Chinese.

在保持HTML结构的情况下，将以下英文文本翻译成简体中文：代理通过其调用方法处理此输入：

Certainly! Here's how you can structure your HTML while translating the text to simplified Chinese: ```html
使用对话记忆来引用先前的答案，数据库中有275位艺术家。
``` In this HTML snippet: - `
` tags are used to enclose the translated Chinese text, providing a structured and semantic way to present paragraphs in HTML. - The Chinese translation provided is a direct translation of "using the conversation memory to reference the previous answer that there are 275 artists in the database." This structure ensures that the content is correctly formatted and accessible according to HTML standards while presenting the translated text accurately.
Here's the translation of the text into simplified Chinese while keeping the HTML structure intact: ```html 执行算术运算（275–10），并给出答案：“如果有10位艺术家去世，我们数据库中的艺术家总数将为265。” ``` This HTML snippet includes the translated Chinese text wrapped in `
` tags, assuming it's part of a paragraph in an HTML document.

# Example usage 02
query = "If 10 artists died, how many artists are there in our database?"
response = handle_chat(query)
print(response)

Here is the HTML structure with the translated simplified Chinese text: ```html

这个输出展示了LangChain不仅能从数据库检索数据，还能基于先前的对话上下文进行逻辑推理的能力。通过保持对先前交互的记忆，该代理确保了连贯和具有上下文意识的回复，增强了自然语言查询和自动化数据处理的能力。

``` In simplified Chinese: ``` 这个输出展示了LangChain不仅能从数据库检索数据，还能基于先前的对话上下文进行逻辑推理的能力。通过保持对先前交互的记忆，该代理确保了连贯和具有上下文意识的回复，增强了自然语言查询和自动化数据处理的能力。 ```

Sure, here's how you can write "Example usage 03" in simplified Chinese while keeping the HTML structure: ```html 示例用法 03 ``` This code snippet ensures that the text "示例用法 03" is correctly marked as simplified Chinese within an HTML document.

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

在这个例子中，我们演示了LangChain的代理如何从网络中检索信息。用户查询：“法国首都的人口规模是多少？”。

``` In this HTML snippet: - `

` tags denote a paragraph. - The Chinese text is enclosed within the tags, preserving the structure of the original English sentence.

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

代理通过其调用方法处理此查询，并利用搜索工具找到相关信息：

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

Sure, here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html
搜索结果显示，截至2023年1月，法国首都巴黎估计有2102650名居民。
``` This HTML snippet translates to: "Search results indicate that as of January 2023, the capital of France, Paris, has an estimated population of 2,102,650 residents."
To translate the English text into simplified Chinese while keeping the HTML structure, you can use the following: ```html 该代理然后提供了一致而简洁的回答：“截至2023年1月，法国首都巴黎的人口约为2,102,650居民。” ``` This HTML snippet ensures that the translated Chinese text is marked with the appropriate language tag (`lang="zh-CN"`) for clarity and semantic correctness.

# Example usage 03
query = "What is the population size of the capital of France?"
response = handle_chat(query)
print(response)

Here is the translated text in simplified Chinese, keeping the HTML structure intact: ```html

此输出展示了LangChain执行实时网络搜索并将外部数据集成到其响应中的能力。通过保持对先前互动的记忆，该代理确保每个响应在语境上都是相关和准确的，展示了其在处理从数据库交互到基于网络的信息检索等多种类型查询方面的有效性。

```

In simplified Chinese, "Conclusion" can be translated as "结论".

Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html 在这一系列的示例中，我们展示了LangChain代理在处理各种类型查询时的多功能性和强大性，从数据库交互到逻辑推理以及实时网络搜索。无论是在数据库中计算记录，根据对话上下文进行算术运算，还是从网络中获取最新信息，LangChain代理都展示了其提供准确且具有上下文意识响应的能力。 ``` This translation maintains the structure of the original text while providing the simplified Chinese version.

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

通过利用诸如 SQL 数据库和网络搜索引擎等工具，代理程序无缝集成多个数据源到一个连贯的工作流程中。记忆功能确保代理程序在多次交互中保持上下文，使其能够智能地回应后续查询。

``` In this HTML snippet: - `

` denotes a paragraph element. - The Chinese text provided is a translation of the original English text while maintaining the same structure.

Sure, here is the translated text in simplified Chinese while keeping the HTML structure: ```html LangChain 的能力简化了自然语言处理和数据检索的复杂性，使其成为需要自动化智能响应的应用程序的无价工具。无论是用于业务分析、客户支持还是其他任何领域，LangChain 都提供了一个强大的框架，用于构建功能强大的对话代理。 ``` This HTML structure ensures that the translated text can be easily integrated into web pages or digital documents.

请随时在下方评论中分享您的想法和改进意见。祝编码愉快！

Sure, the simplified Chinese translation of "Connect and Collaborate" while keeping HTML structure would be: ```html 连接与合作 ```

Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure: ```html 如果您觉得这个项目很有趣，并且想要讨论更多关于机器学习、自然语言处理或者其他相关的话题，请随时通过LinkedIn与我联系。我非常乐意和这个领域的同好和专业人士建立联系。 ``` This HTML snippet preserves the structure of the original text while providing the translation in simplified Chinese.

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

查看更多我的项目和代码，请访问我的 GitHub 页面。您将找到各种展示我的数据科学、机器学习等工作的项目。如果您有任何问题或合作想法，请随时联系我。

``` This HTML snippet translates to: ```html

``` This maintains the original structure while providing the translated content in simplified Chinese.

在HTML结构中，将以下英文文本翻译成简体中文：设置环境

在Langchain中构建后端

在保留HTML结构的情况下，将以下英文文本翻译为简体中文：步骤 2：创建数据库

Sure, here's how you can translate "Step 3: Create agent" into simplified Chinese while keeping the HTML structure: ```html Step 3: 创建代理 ``` In this HTML snippet: - `3` is used to maintain the structure and style if needed. - "创建代理" translates to "Create agent" in simplified Chinese.

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

Sure, here is the text "Example usage 01" translated into simplified Chinese while keeping the HTML structure: ```html 示例用法 01 ``` In this HTML snippet, `` is used to contain the translated text "示例用法 01".

Certainly! Here is the simplified Chinese translation of "Example usage 02" while keeping the HTML structure: ```html 示例用法 02 ``` This HTML snippet ensures that the text "示例用法 02" is marked as simplified Chinese for proper display and interpretation by browsers.

Sure, here's how you can write "Example usage 03" in simplified Chinese while keeping the HTML structure: ```html 示例用法 03 ``` This code snippet ensures that the text "示例用法 03" is correctly marked as simplified Chinese within an HTML document.

In simplified Chinese, "Conclusion" can be translated as "结论".

Sure, the simplified Chinese translation of "Connect and Collaborate" while keeping HTML structure would be: ```html 连接与合作 ```

解锁ChatGPT和其他AI工具的潜力：掌握提示工程的顶级课程

探索克劳德3.5十四行诗

我的侄子和我认为MLA格式扼杀了创造力，所以我们请求ChatGPT来终结它。

Sure, the translation of "A Layperson’s History of AI" into simplified Chinese is "一个普通人的人工智能历史".

为什么我现在对数字助理说“请”和“谢谢”

久泰的Moshi刚刚推动了对话人工智能的界限。

Sure, here's the translation in simplified Chinese: 《征服加州律师资格考试论文题的秘密武器》

探索大型语言模型（LLMs）

CBT 和 AI 如何帮助我培养健康的心态

我们的人类创造力因ChatGPT而变得更加统一

在HTML结构中，将以下英文文本翻译成简体中文： 设置环境

在Langchain中构建后端

在保留HTML结构的情况下，将以下英文文本翻译为简体中文： **步骤 2：创建数据库**

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

Sure, here is the text "Example usage 01" translated into simplified Chinese while keeping the HTML structure: ```html 示例用法 01 ``` In this HTML snippet, `` is used to contain the translated text "示例用法 01".

Certainly! Here is the simplified Chinese translation of "Example usage 02" while keeping the HTML structure: ```html 示例用法 02 ``` This HTML snippet ensures that the text "示例用法 02" is marked as simplified Chinese for proper display and interpretation by browsers.

Sure, here's how you can write "Example usage 03" in simplified Chinese while keeping the HTML structure: ```html 示例用法 03 ``` This code snippet ensures that the text "示例用法 03" is correctly marked as simplified Chinese within an HTML document.

In simplified Chinese, "Conclusion" can be translated as "结论".

Sure, the simplified Chinese translation of "Connect and Collaborate" while keeping HTML structure would be: ```html 连接与合作 ```

解锁ChatGPT和其他AI工具的潜力：掌握提示工程的顶级课程

探索克劳德3.5十四行诗

我的侄子和我认为MLA格式扼杀了创造力，所以我们请求ChatGPT来终结它。

Sure, the translation of "A Layperson’s History of AI" into simplified Chinese is "一个普通人的人工智能历史".

为什么我现在对数字助理说“请”和“谢谢”

久泰的Moshi刚刚推动了对话人工智能的界限。

Sure, here's the translation in simplified Chinese: 《征服加州律师资格考试论文题的秘密武器》

探索大型语言模型（LLMs）

CBT 和 AI 如何帮助我培养健康的心态

我们的人类创造力因ChatGPT而变得更加统一

在HTML结构中，将以下英文文本翻译成简体中文：设置环境

在保留HTML结构的情况下，将以下英文文本翻译为简体中文：步骤 2：创建数据库