Sure, here's the text translated into simplified Chinese while keeping the HTML structure: ```html Building an AI-Powered Chatbot with Streamlit: A Step-by-Step Guide ``` Translated to simplified Chinese: ```html 使用Streamlit构建AI驱动的聊天机器人:逐步指南 ```
Certainly! Here's the HTML structure with the text translated into simplified Chinese:
```html
Can Backend Developers Build Frontend Applications?
后端开发者能否构建前端应用?
```
In this HTML structure:
- `` specifies the document's language as simplified Chinese.
- `` tag contains the translated title.
- `` tag wraps the translated question in a heading for emphasis.
```html
当然可以!借助像Streamlit这样的解决方案,后端开发人员可以轻松设计强大的前端应用程序。本博文将解释如何使用Streamlit创建一个基于OpenAI GPT-3.5-turbo模型的聊天应用程序。
```Sure, here's how you could write "What is Streamlit?" in simplified Chinese within an HTML structure:
```html
什么是Streamlit?
```
In this HTML snippet:
- `` denotes a paragraph element.
- `什么是Streamlit?` is the translated text meaning "What is Streamlit?"
` tag wraps the translated question in a heading for emphasis.
```html
当然可以!借助像Streamlit这样的解决方案,后端开发人员可以轻松设计强大的前端应用程序。本博文将解释如何使用Streamlit创建一个基于OpenAI GPT-3.5-turbo模型的聊天应用程序。
```Sure, here's how you could write "What is Streamlit?" in simplified Chinese within an HTML structure: ```html
什么是Streamlit?
``` In this HTML snippet: - `` denotes a paragraph element. - `什么是Streamlit?` is the translated text meaning "What is Streamlit?"
```html
借助 Streamlit,开发人员可以轻松快速地构建交互式 Web 应用程序,这是一个易于使用的 Python 框架。由于其易用性和在创建视觉吸引力应用程序方面的效果显著,它深受数据科学家和后端开发人员的喜爱,而无需复杂的前端技能。
``````html 使用OpenAI的GPT-3.5-turbo模型,我们将在本教程中开发一个AI助手。我们将专注于将OpenAI的API与Streamlit集成,并使用CSS自定义应用程序的设计。 ```
Sure, here's the translation of "Prerequisites: What Do You Need to Get Started?" in simplified Chinese, while keeping the HTML structure intact: ```html 先决条件:你需要什么来开始? ```
- Certainly! Here is the HTML structure with the translated text in simplified Chinese:
```html
Python 安装在您的计算机上。
``` This HTML snippet maintains the structure while displaying the translated text "Python installed on your machine." - Sure, here's the translation of "Streamlit library (pip install streamlit)" in simplified Chinese while maintaining HTML structure: ```html Streamlit 库 (pip install streamlit)。 ``` This keeps the original English text intact within the HTML structure while providing the translation in simplified Chinese.
- Sure, here is the HTML structure with the translated text in simplified Chinese:
```html
OpenAI API 密钥安全存储。(如果您尚未创建 API 密钥,请参阅 OpenAI 文档。)
``` In this HTML snippet: - `` denotes a paragraph element, maintaining the HTML structure. - "OpenAI API 密钥安全存储。" is the translated text in simplified Chinese. - "(如果您尚未创建 API 密钥,请参阅 OpenAI 文档。)" is enclosed in parentheses and provides additional guidance in Chinese.
- Certainly! Here's the translation in simplified Chinese, keeping the HTML structure:
```html
Python基础知识和Web应用程序开发基础。
```
Certainly! Here's how you can write "Let’s Dive into the Code" in simplified Chinese while keeping the HTML structure: ```html 让我们深入代码 ``` In this HTML snippet: - `` is used to denote a section of text. - `lang="zh-CN"` specifies the language as simplified Chinese. - The Chinese text "让我们深入代码" translates to "Let’s Dive into the Code".
Sure, here's how you could structure the HTML while keeping the original content in simplified Chinese: ```html
将所有代码保存在名为main.py的单个文件中。随时根据您的具体要求修改每个部分。
随意修改每个部分以满足您的特定需求。
``` In this HTML structure: - `` and `
` tags within `
Certainly! Here's the text "Step 1: Installation" translated into simplified Chinese, keeping the HTML structure intact: ```html Step 1: 安装 ``` In this translation: - `安装` denotes the phrase "安装" (Installation) in simplified Chinese.
在我们深入代码之前,请安装必要的库。运行以下命令:
pip install openai streamlit
Certainly! Here is the translated text in simplified Chinese while keeping the HTML structure: ```html 第二步:设置您的项目 ```
Sure, here is the HTML structure with the translated text in simplified Chinese: ```html
首先,设置你的项目结构。
创建一个文件夹,并按照以下结构进行设置:
├── 文件夹名
│ ├── 文件1
│ ├── 文件2
│ └── ...
└── ...
```
In this translation:
- "项目结构设置" means "project structure setup".
- "首先,设置你的项目结构。" means "First, set up your project structure."
- The folder structure example is kept in English, as it is a common convention in technical documentation to often use English for code snippets and directory structures.my_chat_app/
├── main.go
└── .streamlit/
└── secrets.toml
Certainly! Here is the text "Secret Handling:" translated into simplified Chinese while maintaining HTML structure: ```html 机密处理: ``` This HTML code displays "机密处理:" in simplified Chinese, where "机密处理" translates to "Secret Handling."
Certainly! Here is the HTML structure with the translated text in simplified Chinese: ```html
我们将使用Streamlit Secrets安全存储您的OpenAI API密钥。在 .streamlit 文件夹内创建一个名为 secrets.toml 的文件,并添加以下行,将YOUR_API_KEY替换为您的实际密钥:
``` In simplified Chinese: "我们将使用Streamlit Secrets安全存储您的OpenAI API密钥。在 .streamlit 文件夹内创建一个名为 secrets.toml 的文件,并添加以下行,将YOUR_API_KEY替换为您的实际密钥:"OPENAI_API_KEY = "YOUR_API_KEY"
Sure, here is the translation of "Step 3: Writing the Code" in simplified Chinese within an HTML structure: ```html
第三步:编写代码
```Sure, here's the text translated into simplified Chinese while keeping the HTML structure: ```html
导入和页面配置:
``` This HTML snippet maintains the structure while presenting the translated text.import streamlit as st
from openai import OpenAI
# Page configuration
st.set_page_config(page_title="AI Assistant", page_icon="🤖", layout="wide")
Certainly! Here's how you can structure the HTML with the translated text: ```html
我们导入必要的库并配置Streamlit应用程序的标题、图标和布局。
``` This HTML snippet keeps the structure intact while displaying the translated text in simplified Chinese.Sure, here is the translation of "2. Custom Styling:" into simplified Chinese while maintaining HTML structure: ```html
自定义样式:
```Sure, here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html
我们在同一个文件中包含自定义的CSS来为应用程序设置样式。这一部分定义了主标题、副标题和用户输入字段的样式。请注意使用了st.markdown并设置unsafe_allow_html=True来注入CSS样式。Streamlit确实支持自定义CSS,使您能够个性化您应用程序的外观。
``` In simplified Chinese: ```html我们在同一个文件中包含自定义的CSS来为应用程序设置样式。这一部分定义了主标题、副标题和用户输入字段的样式。请注意使用了st.markdown并设置unsafe_allow_html=True来注入CSS样式。Streamlit确实支持自定义CSS,使您能够个性化您应用程序的外观。
```# Custom CSS for styling
st.markdown("""
<style>
.main-header {
font-size: 2.5rem;
color: #4a4a4a;
text-align: center;
margin-bottom: 2rem;
}
.sub-header {
font-size: 1.5rem;
color: #6a6a6a;
margin-bottom: 1rem;
}
.stTextInput>div>div>input {
background-color: #f0f2f6;
}
</style>
""", unsafe_allow_html=True)
Certainly! Here's the text "Initialize OpenAI Client" translated into simplified Chinese while keeping the HTML structure: ```html
初始化 OpenAI 客户端:
```# Initialize OpenAI client
client = OpenAI(api_key=st.secrets["OPENAI_API_KEY"])
Sure, here's how you can express "Sidebar:" in simplified Chinese within an HTML structure: ```html ``` In this snippet: - `
# Sidebar
with st.sidebar:
# st.image("", width=150)
st.header("About")
st.write("This is an AI-powered chatbot using OpenAI's GPT-3.5-turbo model.")
Sure, here's the translation of the text into simplified Chinese, while keeping the HTML structure intact: ```html ``` This HTML snippet now includes the translated text in simplified Chinese within a `
` (paragraph) element.
Certainly! Here's the translation of "5. Main Content:" in simplified Chinese while maintaining the HTML structure: ```html
5. 主要内容:
```# Main content
st.markdown("<h1 class='main-header'>AI Assistant</h1>", unsafe_allow_html=True)
st.markdown("<h2 class='sub-header'>Ask me anything!</h2>", unsafe_allow_html=True)
Certainly! Here's the translation of the text into simplified Chinese, while keeping the HTML structure:
```html
这一部分定义了主要内容区域,使用自定义CSS样式设置标题。
Sure, here's how you can translate "6. Chat History Management:" into simplified Chinese while keeping the HTML structure intact: ```html 6. 聊天记录管理: ``` In this translation: - `` is used to indicate that the enclosed text is in simplified Chinese. - `聊天记录管理` translates to "Chat History Management". - `:` is the closing tag for the span element with Chinese text. This ensures that the number "6." and the phrase "Chat History Management:" are properly translated while maintaining the HTML structure.
# Initialize chat history
if "messages" not in st.session_state:
st.session_state.messages = []
# Display chat messages from history on app rerun
for message in st.session_state.messages:
with st.chat_message(message["role"]):
st.markdown(message["content"])
Certainly! Here is the translated text in simplified Chinese while maintaining the HTML structure: ```html
如果不存在,我们会在会话状态中将聊天历史初始化为空列表。然后,代码通过现有的聊天历史进行迭代,并使用st.chat_message组件显示每条消息。
``` This HTML snippet contains the translated text in simplified Chinese.Sure, here's how you can structure the HTML while including the translated text in simplified Chinese: ```html
用户输入和消息显示:
``` In this example: - `` specifies the language as simplified Chinese. - `` tag contains the translated text "用户输入和消息显示:" which means "User Input and Message Display:".# Accept user input
if prompt := st.chat_input("What would you like to know?"):
# Add user message to chat history
st.session_state.messages.append({"role": "user", "content": prompt})
# Display user message in chat message container
with st.chat_message("user"):
st.markdown(prompt)
# Display assistant response in chat message container
with st.chat_message("assistant"):
message_placeholder = st.empty()
full_response = ""
for response in client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": m["role"], "content": m["content"]}
for m in st.session_state.messages
],
stream=True,
):
full_response += (response.choices[0].delta.content or "")
message_placeholder.markdown(full_response + "▌")
message_placeholder.markdown(full_response)
# Add assistant response to chat history
st.session_state.messages.append({"role": "assistant", "content": full_response})
Sure, here is the text "Full Code" translated into simplified Chinese, while maintaining HTML structure:
```html
完整代码
```
In this example:
- `` is used to encapsulate the translated text.
- `lang="zh-CN"` specifies the language of the text as Simplified Chinese.
- "完整代码" is the translation of "Full Code" in Simplified Chinese.
if prompt := st.chat_input("What would you like to know?"):
# Add user message to chat history
st.session_state.messages.append({"role": "user", "content": prompt})
# Display user message in chat message container
with st.chat_message("user"):
st.markdown(prompt)
# Display assistant response in chat message container
with st.chat_message("assistant"):
message_placeholder = st.empty()
full_response = ""
for response in client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": m["role"], "content": m["content"]}
for m in st.session_state.messages
],
stream=True,
):
full_response += (response.choices[0].delta.content or "")
message_placeholder.markdown(full_response + "▌")
message_placeholder.markdown(full_response)
# Add assistant response to chat history
st.session_state.messages.append({"role": "assistant", "content": full_response})
这里是完整的代码:
import streamlit as st
from openai import OpenAI
# Page configuration
st.set_page_config(page_title="AI Assistant", page_icon="🤖", layout="wide")
# Custom CSS for styling
st.markdown("""
<style>
.main-header {
font-size: 2.5rem;
color: #4a4a4a;
text-align: center;
margin-bottom: 2rem;
}
.sub-header {
font-size: 1.5rem;
color: #6a6a6a;
margin-bottom: 1rem;
}
.stTextInput>div>div>input {
background-color: #f0f2f6;
}
</style>
""", unsafe_allow_html=True)
# Initialize OpenAI client
client = OpenAI(api_key=st.secrets["OPENAI_API_KEY"])
# Sidebar
with st.sidebar:
# st.image("", width=150) (for insert image on sidebar)
st.header("About")
st.write("This is an AI-powered chatbot using OpenAI's GPT-3.5-turbo model.")
# Main content
st.markdown("<h1 class='main-header'>AI Assistant</h1>", unsafe_allow_html=True)
st.markdown("<h2 class='sub-header'>Ask me anything!</h2>", unsafe_allow_html=True)
# Initialize chat history
if "messages" not in st.session_state:
st.session_state.messages = []
# Display chat messages from history on app rerun
for message in st.session_state.messages:
with st.chat_message(message["role"]):
st.markdown(message["content"])
# Accept user input
if prompt := st.chat_input("What would you like to know?"):
# Add user message to chat history
st.session_state.messages.append({"role": "user", "content": prompt})
# Display user message in chat message container
with st.chat_message("user"):
st.markdown(prompt)
# Display assistant response in chat message container
with st.chat_message("assistant"):
message_placeholder = st.empty()
full_response = ""
for response in client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": m["role"], "content": m["content"]}
for m in st.session_state.messages
],
stream=True,
):
full_response += (response.choices[0].delta.content or "")
message_placeholder.markdown(full_response + "▌")
message_placeholder.markdown(full_response)
# Add assistant response to chat history
st.session_state.messages.append({"role": "assistant", "content": full_response})
Sure, here's the translation in simplified Chinese, while keeping the HTML structure intact: ```html 运行应用程序 ```
Certainly! Here is the translated text in simplified Chinese, keeping the HTML structure: ```html
要运行Streamlit应用程序,请导航到项目目录并执行以下命令:
``` This HTML snippet translates the English text "To run the Streamlit app, navigate to the project directory and execute the following command:" into simplified Chinese.streamlit run main.py
Sure, here's the HTML structure with the text "What’s Next?" translated into simplified Chinese:
```html
接下来是什么?
```
In this HTML snippet:
- `` is used as a generic container element.
- "接下来是什么?" is the simplified Chinese translation of "What’s Next?"Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure intact:
```html
通过为您的聊天应用程序添加额外功能,您可以进一步探索。可以将其放在云平台上供其他用户使用,并集成其他API进行验证。
```
This HTML snippet maintains the structure for displaying the translated text properly on a web page.Sure, here's the text "What Have We Achieved?" translated into simplified Chinese, keeping the HTML structure:
```html
我们取得了什么成就?
```
In this HTML snippet, `` is used to maintain the structure of the original text.
Sure, here's the HTML structure with the text translated into simplified Chinese:
```html
我们使用Streamlit成功创建了一个功能强大的AI聊天机器人,并且设计了精美的前端界面。这个项目展示了后端开发人员如何利用Streamlit快速构建交互式Web应用,而无需广泛的前端知识。通过结合OpenAI语言模型的强大功能和Streamlit直观的界面,我们创建了一个多功能工具,可以用于各种应用,从客户支持到教育平台。
```
This HTML snippet keeps the structure intact while presenting the translated text in simplified Chinese.
Certainly! Here's the translated text in simplified Chinese while keeping the HTML structure intact: ```html
通过为您的聊天应用程序添加额外功能,您可以进一步探索。可以将其放在云平台上供其他用户使用,并集成其他API进行验证。
``` This HTML snippet maintains the structure for displaying the translated text properly on a web page.Sure, here's the text "What Have We Achieved?" translated into simplified Chinese, keeping the HTML structure: ```html 我们取得了什么成就? ``` In this HTML snippet, `` is used to maintain the structure of the original text.
Sure, here's the HTML structure with the text translated into simplified Chinese: ```html
我们使用Streamlit成功创建了一个功能强大的AI聊天机器人,并且设计了精美的前端界面。这个项目展示了后端开发人员如何利用Streamlit快速构建交互式Web应用,而无需广泛的前端知识。通过结合OpenAI语言模型的强大功能和Streamlit直观的界面,我们创建了一个多功能工具,可以用于各种应用,从客户支持到教育平台。
``` This HTML snippet keeps the structure intact while presenting the translated text in simplified Chinese.