本节将引导您了解CrewAI的一些核心概念。首先，让我们来看一个例子：

本节将引导您了解CrewAI的一些核心概念。首先，让我们来看一个例子：

目标：从用户输入的个人传记信息中提取三个关键点。

` and `

` tags to maintain the structure.

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

``` In simplified Chinese, the translated text reads: ```html ``` This HTML structure maintains the original English context while providing a simplified Chinese translation for the specified text.

• Sure, here's the text translated to simplified Chinese, while keeping the HTML structure intact: ```html 搜索代理：配备了能够使用“Serper API”工具从互联网搜索信息的能力。 ``` In this translation: - `搜索代理：` translates to "Search Agent:" - `配备了能够使用“Serper API”工具从互联网搜索信息的能力。` translates to "equipped with the capability to search for information from the internet by using the 'Serper API' tool."
• Certainly! Here's the HTML structure with the translated text in simplified Chinese: ```html

  Summary Agent: 具备从收集到的信息中总结和提取3个关键点的能力（搜索任务的输出）。

  ``` In this HTML snippet, the Chinese translation of "Summary Agent" and the rest of the text is provided while maintaining the structure.

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

目标分为2个任务：搜索任务和总结任务。

```

Sure, here's how you can write "Implementation Code" in simplified Chinese while keeping the HTML structure: ```html 实施代码 ``` In this example: - `` is used to wrap the text "实施代码", which means "Implementation Code" in simplified Chinese. - This maintains the structure of HTML while displaying the translated text correctly.

from crewai import Agent, Task, Crew, Process
from crewai_tools import SerperDevTool
import os

# Replase OPENAI_API_KEY & SERPER_API_KEY here
# Link to get OPENAI_API_KEY: https://platform.openai.com/api-keys
# Link to get SERPER_API_KEY: https://serper.dev/api-key
os.environ["OPENAI_API_KEY"] = "sk-xxxxxx"
os.environ["OPENAI_MODEL_NAME"] = "gpt-3.5-turbo"
os.environ["SERPER_API_KEY"] = "799fab83yyyyy"

# Define a tool
search_tool = SerperDevTool()

# Define a Search Agent 
search_agent = Agent(
    role = "Search Agent",
    goal = "Who is {input}",
    backstory = """ You are an expert in searching biography  on the internet""",
    tools = [search_tool],
)

# Define a Summary Agent
# When creating an agent, you must set the goal and backstory for it.
summary_agent = Agent(
    role = "Biography Summary Agent",
    goal="Summarize any biography in less than 200 words",
    backstory="You are an expert in extracting important & concise information from a biography",
)

# Define a search task to find a biography for {input} from user
search_task = Task(
    description = "Searching a biography of {input}",
    expected_output = "A full biography",
    agent = search_agent,
    tools = [search_tool],
)

# Define s summary task to extract key information from the output of search_task
summary_task = Task(
    description = "Extract only 3 highlights from a biography ",
    expected_output="A short biography with 3 highlights",
    agent = summary_agent,
    context = [search_task]
)

# Define the Crew with the agents and tasks
# Process.sequential: agents perform tasks in a specific order.
my_crew = Crew(
    agents = [search_agent, summary_agent],
    tasks = [search_task, summary_task],
    process = Process.sequential,
    verbose = True
)

my_crew.kickoff(inputs={"input":"Elon musk"})

Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html 运行以上代码并获取结果： ``` In HTML, this would appear as: ```html

运行以上代码并获取结果：

``` This maintains the structure and provides the translation you requested.

Here are three highlights from Elon Musk's biography:

1. Elon Musk was born in Pretoria, South Africa, to model Maye and businessman and engineer Errol Musk. He briefly attended the University of Pretoria before immigrating to Canada.

2. Musk founded X.com in 1999, which later became PayPal, SpaceX in 2002, and Tesla. He is widely known for his work with electric vehicles and space exploration.

3. Elon Musk is a creative genius known for his tenacious resilience. Despite his extraordinary success, he remains human enough to allow others to see him at his most vulnerable.

Certainly! Here is the translation in simplified Chinese while keeping the HTML structure: ```html 3. 与多代理人聊天 应用 ``` In this HTML snippet: - `` specifies that the following text is in simplified Chinese. - `与多代理人聊天` is the translation of "Chat with multi-agent" into simplified Chinese. - `应用` means "application" in Chinese. This HTML structure ensures that the translated text is properly identified and formatted for both display and language support purposes.

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

到目前为止，我假设你已经理解了一切。现在，我们将来看一个更复杂的例子：多代理人聊天应用程序。我们应用程序的高级设计如下图所示：

``` In this HTML snippet: - `

` tags are used to denote a paragraph, suitable for containing the translated text. - The Chinese text is placed within the `

` tags to maintain the structure and semantic meaning of the original English text. This HTML structure ensures that the translated text is displayed as a paragraph on a webpage, following typical HTML formatting practices.

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

该应用程序的目标是“根据用户输入的{topic}创建一封新闻简报。”

``` In simplified Chinese characters, it reads: 该应用程序的目标是“根据用户输入的{topic}创建一封新闻简报。”

• Sure, here's the translated text in simplified Chinese, keeping the HTML structure intact: ```html search_agent将使用“Serper API工具”来搜索并返回关于{topic}的5个URL。 ``` In this translation: - **search_agent** is directly transliterated as "search_agent" in Chinese. - **Serper API tool** is translated as "Serper API工具", where "工具" means tool. - **{topic}** remains unchanged as a placeholder in curly braces.
• Sure, here's the translated text in simplified Chinese while maintaining the HTML structure: ```html download_agent 将使用“下载”工具下载上述每个URL的内容。 ```
• Sure, here is the text translated into simplified Chinese while keeping the HTML structure: ```html summary_agent 将使用“创建通讯”工具，从文章摘要列表和URL列表创建通讯。 ``` In this translation: - `lang="zh-CN"` specifies the language as Simplified Chinese. - `` tags are used to indicate a portion of the text that should be styled or formatted differently from the surrounding text.

Sure, here's the translation of "4. Implementation" into simplified Chinese while maintaining the HTML structure: ```html

4. 实施

``` This HTML snippet includes the translated text "实施" within an `

` heading tag, suitable for displaying "Implementation" in simplified Chinese on a webpage.

Sure, here's the translated text in simplified Chinese, maintaining the HTML structure: ```html 我会带你走过我们代码的主要部分。 ```

Sure, here's how you can express "4.1. Tools" in simplified Chinese while keeping the HTML structure: ```html

4.1. 工具

``` This HTML snippet will display "4.1. 工具" in a heading format, with "工具" meaning "Tools" in simplified Chinese.

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

首先，我们需要创建3个技能（或工具）。

``` In this HTML snippet: - `

` represents a paragraph tag for structuring the text. - The Chinese text "首先，我们需要创建3个技能（或工具）" translates to "Firstly, we need to create 3 skills (or tools)."

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

搜索工具：我使用了Serper API作为第一个工具。该工具的目的是搜索并返回任何主题的5个结果。

``` This HTML snippet contains the translated text in simplified Chinese within a paragraph (`

`) tag.

import json
import os

import requests
from langchain.tools import tool

os.environ["SERPER_API_KEY"] = "799fab83yyyyy"

class SearchTools():

    @tool("search_internet")
    def search_internet(query):
        """Useful to search the internet
        about a given topic and return relevant results"""
        print(f"DEBUG:SearchTools:{query}")
        top_result_to_return = 5

        try:
            url = "https://google.serper.dev/search"
            payload = json.dumps({"q": query})
            headers = {
                'X-API-KEY': os.environ['SERPER_API_KEY'],
                'content-type': 'application/json'
            }
            response = requests.request("POST", url, headers=headers, data=payload)
            # check if there is an organic key
            if 'organic' not in response.json():
                return "Sorry, I couldn't find anything about that, there could be an error with you serper api key."
            else:
                results = response.json()['organic']
                string = []
                for result in results[:top_result_to_return]:
                    try:
                        string.append('\n'.join([
                            f"Title: {result['title']}", f"Link: {result['link']}",
                            f"Snippet: {result['snippet']}", "\n-----------------"
                        ]))
                    except KeyError:
                        next

                return '\n'.join(string)
        except Exception as e:
            return f"SearchTools:Exception:{e}"

Certainly! Here's how you could structure and translate that text into simplified Chinese: ```html

``` In simplified Chinese: ```html ``` This HTML structure ensures the translation is presented clearly in the context of a webpage.

from crewai import Agent, Task, Crew, Process
import re
from langchain.tools import tool
import newspaper

class BrowserTools():    

    @tool("using_newspaper4k_scrape_and_summarize_website")
    def using_newspaper4k_scrape_and_summarize_website(website):
        """Useful to scrape and summarize a website content"""
        print(f"DEBUG:BrowserTools:{type(website)}:URL:{website}")
        try:
            link = ""
            if isinstance(website, dict):
                # Check and get link from webiste
                link = website.get("website")["title"]
            else:
                # website is string
                pattern = r'"website":\s*"([^"]+)"'
                match = re.search(pattern, website)

                if match:
                    link = match.group(1)
                else:
                    url_pattern = r'https?://[^\s<>"]+|www\.[^\s<>"]+'
                    url_match = re.match(url_pattern, website)
                    if url_match:
                        link = website
                    else:
                        print("No link found")
            print(f"DEBUG:URL:{link}")

            article = newspaper.article(link)
            content = f"Title: {article.title}. Content: {article.text}"

            summary_agent = Agent(
                role='Summary Agent',
                goal='Summarize the following content in less than 150 words: {content}',
                backstory="You are an assistant of a famous CEO",
                allow_delegation=False,
            )

            summary_task = Task(
                description="Summarize the following content in less than 150 words: {content}",
                expected_output=" A summary",
                agent=summary_agent,
            )

            crew = Crew(
                agents=[summary_agent],
                tasks=[summary_task],
            )
            result = crew.kickoff(inputs={"content": content})
            return result
        except Exception as e:
            return f"BrowserTools:Exception:{e}"

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

``` Translated text in simplified Chinese: ```html ``` This HTML structure maintains the original format while incorporating the translated text.

from langchain.tools import tool

class NewsletterTools():

    @tool("create_newsletter")
    def create_newsletter(summaries):
        """
        Useful when creating a newsletter aggregating all the summary contents
        """
        print(f"DEBUG:NewsletterTools:{summaries}")
        try:
            newsletter = ""
            for summary in summaries:
                # Assume each summary includes 'title' and 'content'
                title = summary['title']
                content = summary['description'][:150]  # Summarize to less than 150 words
                newsletter += f"Title: {title}\nContent: {content}\n\n"
            return newsletter
        except Exception as e:
            return f"NewsletterTools:Exception:{e}"

Certainly! Here's how you can write "4.2. Agents" in simplified Chinese while keeping the HTML structure intact: ```html 4.2. 代理人 ``` In this translation: - "4.2." remains the same as it is a numerical reference. - "代理人" is the translation for "Agents" in simplified Chinese.

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

这很简单，对吧！

```

• Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html search_agent 将使用“搜索工具”进行搜索，并返回5个URL。 ``` This HTML snippet will display the translated text while maintaining the structure of HTML for integration into web pages or documents.
• Sure, here's the translation in simplified Chinese while keeping the HTML structure: ```html

  download_agent will download the content of each url above by using the “download” tool.

  ``` Translated to simplified Chinese: ```html

  download_agent 将使用“下载”工具下载上述每个 URL 的内容。

  ``` In the translated version: - `

  ` represents a paragraph. - `` is used for inline styling. - `class="en"` and `class="zh"` are used to differentiate between English and Chinese texts

• Certainly! Here's the translation of the English text into simplified Chinese, while keeping the HTML structure intact: ```html summary_agent 将从文章摘要列表和URL列表创建新闻简报 ``` This HTML snippet will display the translated text "summary_agent 将从文章摘要列表和URL列表创建新闻简报" in your web page, with the translation properly integrated into your HTML content.

# Define Search Agent
search_agent = Agent(
    role='Search Agent',
    goal="Search for the latest news about the topic {topic}",
    backstory="You are an expert at searching for information on the internet and always keep up with the latest news.",
    memory = True,
    verbose = True,
    callbacks=[MyCustomHandler("SearchAgent")],
    tools = [SearchTools.search_internet]
)

# Define Download Agent
download_agent = Agent(
    role='Download Agent',
    goal="Download and summarize the main content from the list of URL",
    backstory="You are an expert at downloading and summarizing content from articles on the internet.",
    memory=True,
    verbose=True,
    callbacks=[MyCustomHandler("DownloadAgent")],
    tools = [BrowserTools.using_newspaper4k_scrape_and_summarize_website]
)

# Define Newsletter Agent
newsletter_agent = Agent(
    role='Newsletter Agent',
    goal='Create a newsletter aggregating news from a list of article summaries',
    backstory='You are an expert at aggregating news and creating engaging and easy-to-read newsletters.',
    callbacks=[MyCustomHandler("NewsletterAgent")],
    memory=True,
    verbose=True,
    tools = [NewsletterTools.create_newsletter]
)

Certainly! Here's how you can write "4.3. Tasks" in simplified Chinese while keeping the HTML structure: ```html 4.3. 任务 ``` In this example: - `` is used to define a section in an HTML document. - `lang="zh-CN"` specifies that the text inside the `` is in simplified Chinese. - "4.3. 任务" translates "4.3. Tasks" into simplified Chinese, where "任务" means "tasks" or "assignments".

Sure, here is the translation of "We break our goal into 3 tasks:" in simplified Chinese while maintaining the HTML structure: ```html 我们把我们的目标分解为3个任务： ``` This HTML snippet includes the translated text in simplified Chinese characters.

# search_task: search for topic via internet
search_task = Task(
    description=(
        "Search and return a list of URLs related to the topic: {topic}."
    ),
    expected_output='List of URLs.',
    agent=search_agent,
)

# download_task: download the content from each received URL
download_task = Task(
    description=(
        "Download content from each URL in the list and summarize the main content of each URL"
    ),
    expected_output='A summary of the main content of URL',
    agent=download_agent,
    context = [search_task]
)

# create_newsletter_task: aggregating the summary results from download_task
create_newsletter_task = Task(
    description=(
        "Create a newsletter from a list of article summaries and the URL list"
    ),
    expected_output='A newsletter aggregating articles including a title and brief description.',
    context = [search_task, download_task],
    agent=newsletter_agent,
)

Sure, here's how you can write "4.4. How to show our results on Streamlit" in simplified Chinese while keeping the HTML structure: ```html

4.4. 如何在Streamlit上展示我们的结果

``` In this HTML snippet: - `

` indicates a top-level heading in HTML. - `4.4. 如何在Streamlit上展示我们的结果` is the translated text in simplified Chinese.

Sure, here is the translation of "How do we show our results on Streamlit?" in simplified Chinese while keeping the HTML structure: ```html 如何在Streamlit上展示我们的结果？ ```

# Avatar Photos for our bots
avatars = {"SearchAgent": "https://cdn-icons-png.flaticon.com/512/10885/10885144.png",
           "DownloadAgent": "https://cdn-icons-png.flaticon.com/512/4021/4021729.png",
           "NewsletterAgent": "https://cdn-icons-png.flaticon.com/512/5822/5822082.png"}

# Init Session State
if "messages" not in st.session_state:
    st.session_state["messages"] = [{"role": "assistant", "content": "What topic are you interested in?"}]


# Handle responses from CrewAI and show it on streamlit chat_message
class MyCustomHandler(BaseCallbackHandler):
    def __init__(self, agent_name: str) -> None:
        self.agent_name = agent_name

    def on_chain_start(self, serialized: Dict[str, Any], inputs: Dict[str, Any], **kwargs: Any) -> None:
        """Print out that we are entering a chain.
        Turn it off if you feel noisy
        """
        # content = "DEBUG: Show you behind stories..:" + inputs['input']
        # st.session_state.messages.append({"role": "assistant", "content": content})
        # st.chat_message("assistant").write(content)

    def on_chain_end(self, outputs: Dict[str, Any], **kwargs: Any) -> None:
        """Print out that we finished a chain."""
        st.session_state.messages.append({"role": self.agent_name, "content": outputs['output']})
        st.chat_message(self.agent_name, avatar=avatars[self.agent_name]).write(outputs['output'])

Certainly! Here's how you can write "Main page:" in simplified Chinese, while keeping the HTML structure intact: ```html

主页：

```

def main_page():
    st.title("💬 CrewAI: Creating a newsletter")

    agents = [search_agent, download_agent, newsletter_agent]
    tasks = [search_task, download_task, create_newsletter_task]

    for msg in st.session_state.messages:
        if msg["role"] in avatars.keys():
            st.chat_message(msg["role"], avatar=avatars[msg["role"]]).write(msg["content"])
        else:
            st.chat_message(msg["role"]).write(msg["content"])

    if prompt := st.chat_input():
        st.session_state.messages.append({"role": "user", "content": prompt})
        st.chat_message("user").write(prompt)

        crew = Crew(
            agents=agents,
            tasks=tasks,
            process=Process.sequential,
            manager_llm=llm,
            output_log_file="crewai.log",
        )

        final = crew.kickoff(inputs={"topic": prompt})


if __name__ == '__main__':
    main_page()

Sure, here's how you can write "5. Results & Future work" in simplified Chinese within an HTML structure: ```html

5. 结果与未来工作

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

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

运行以上代码并获取结果：

``` This HTML snippet translates "Running the above code and getting the results:" into simplified Chinese.

Sure, here's the text translated into simplified Chinese, while keeping the HTML structure intact: ```html 搜索代理返回的结果： ``` In this translation: - `` is used to enclose the text "搜索代理返回的结果：" which means "The results returned by the search agent:" in English. - This maintains the structure and style of the original English text within an HTML context.

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

下载代理返回的结果：

``` In this HTML snippet: - `

` denotes a paragraph element. - `下载代理返回的结果` is the translated text for "The results returned by the download_agent:"

Sure, here's the translation of "Finally, our result (from newsletter_agent):" in simplified Chinese, while maintaining the HTML structure: ```html

最后，我们的结果（来自newsletter_agent）：

``` This HTML snippet will display the translated text in the correct format, preserving the structure for web content.

Certainly! Here's the translation of "Future Work" into simplified Chinese while keeping the HTML structure: ```html 未来工作 ```

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

我希望你迄今为止喜欢这段旅程。有很多想法可以尝试并且用 CrewAI 实现它们。

``` This HTML snippet preserves the structure and provides the translated text in simplified Chinese.

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

``` This HTML snippet keeps the structure intact while presenting the translated text "Here is one of them:" in simplified Chinese.

Sure, here's the translation of "Crypto Analysis" in simplified Chinese, keeping the HTML structure intact: ```html 加密分析 ``` In this HTML snippet, `加密分析`, "加密分析" means "Crypto Analysis" in simplified Chinese.

Sure, here is the translation in simplified Chinese, keeping the HTML structure: ```html 以下是如何利用CrewAI构建加密货币交易数据分析应用程序的一些想法，包括代理和任务定义。 ``` This translation maintains the original meaning while adapting it for a Chinese-speaking audience.

Sure, here's how you can structure the HTML while including the simplified Chinese translation for "Agent Ideas": ```html

``` In this example: - `

` represents the heading level 1 tag for "Agent Ideas". - The Chinese translation is included as a comment within the HTML structure for reference.

Sure, here's how you can write "Market Data Collector" in simplified Chinese while keeping the HTML structure: ```html 市场数据收集器 ``` In this HTML snippet: - `` is used to define a section of text with specific language styling. - `lang="zh-CN"` specifies the language as simplified Chinese. - "市场数据收集器" is the translation of "Market Data Collector" into simplified Chinese characters.

• Certainly! Here's how you can translate "Role: Collect market data from various sources." into simplified Chinese while keeping the HTML structure intact: ```html 角色：从各种来源收集市场数据。 ``` In this translation: - `角色：` represents "Role:" in Chinese. - `从各种来源收集市场数据。` represents "Collect market data from various sources."
• Sure, here's the translated text in simplified Chinese while keeping the HTML structure: ```html

  目标：从加密货币交易所获取价格、交易量和技术指标。

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

  背景故事：一位在加密市场领域拥有快速收集和处理数据能力的专家。

  ``` In this HTML snippet: - `

  ` denotes a paragraph tag. - `背景故事：一位在加密市场领域拥有快速收集和处理数据能力的专家。` is the translated text in simplified Chinese.

Sure, here's how you would write "News Analyzer" in simplified Chinese within an HTML structure: ```html

新闻分析器

``` This HTML code snippet displays "新闻分析器" (pronounced xīnwén fēnxī qì) which translates to "News Analyzer" in English.

• Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html 角色：分析与加密货币相关的新闻。 ``` This HTML snippet will display the translated text while preserving the structure for web content.
• Sure, here's the translation of your text into simplified Chinese while keeping the HTML structure: ```html 目标：总结与加密货币相关的新闻文章、新闻稿和市场分析。 ``` In this HTML snippet: - `` tags are used to wrap each segment of text for styling purposes or specific formatting if needed. - The text itself is translated to simplified Chinese, maintaining the original structure and meaning.
• Sure, here's the translation of the text into simplified Chinese, maintaining HTML structure: ```html

  背景故事：一位能够快速准确分析影响加密货币市场新闻的新闻专家。

  ``` In this HTML snippet: - `

  ` denotes a paragraph tag in HTML. - The Chinese text inside `

  ` tags is the translation of "Backstory: A news expert with the ability to quickly and accurately analyze news affecting the crypto market."

Certainly! Here's the translation of "Technical Analyst" into simplified Chinese while maintaining HTML structure: ```html 技术分析师 ```

• Sure, here's the text translated to simplified Chinese while keeping the HTML structure: ```html 角色：执行技术分析。 ```
• Sure, here's how you could write it in simplified Chinese, keeping the HTML structure intact: ```html 目标：分析价格走势图和技术指标，预测市场趋势。 ``` In this HTML snippet: - `` tags are used to enclose each segment of text. - The text "Goal:" is translated to "目标：" (mùbiāo), followed by the translation of the rest of the sentence. - "分析价格走势图和技术指标，预测市场趋势。" (fēnxī jiàgé zǒushì tú hé jìshù zhǐbiāo, yùcè shìchǎng qūshì.) translates to "Analyze price charts and technical indicators to predict market trends." This structure ensures clarity and maintains the format of the original text while providing the translation.
• Certainly! Here's the translation of the text into simplified Chinese while maintaining the HTML structure: ```html

  背景：一位具有多年阅读图表和指标经验的技术分析专家。

  ``` This HTML snippet will display the translated text in simplified Chinese.

Certainly! Here's the translation in simplified Chinese while maintaining the HTML structure: ```html

情感分析师

```

• Sure, here's the translation of "Role: Analyze market sentiment." in simplified Chinese while maintaining the HTML structure: ```html 角色：分析市场情绪。 ```
• Certainly! Here's the translated text in simplified Chinese, keeping the HTML structure: ```html 目标：通过社交媒体和论坛分析市场舆情，以评估投资者情绪。 ```
• Certainly! Here's the text translated into simplified Chinese, while preserving the HTML structure: ```html

  背景故事：一位情感分析专家，能够从社交数据源中读取市场情绪。

  ``` In this HTML snippet: - `

  ` tags denote a paragraph in HTML, used here to structure the translated text. - The Chinese text inside `

  ` tags is the translation of "Backstory: A sentiment analysis expert with the ability to read market sentiment from social data sources."

Sure, here is the translation of "Investment Strategist" into simplified Chinese, while keeping the HTML structure intact: ```html

投资策略师

```

• Sure, here is the translated text in simplified Chinese, while keeping the HTML structure intact: ```html 角色：制定投资策略。 ``` In this HTML snippet: - `` tags are used to wrap each segment of the translated text. - The English text "Role:" is translated to "角色：" and "Develop investment strategies." is translated to "制定投资策略。".
• Certainly! Here's the translation of the text into simplified Chinese, keeping the HTML structure: ```html 目标：结合其他分析师的分析，提供全面的投资建议。 ``` In this HTML snippet: - `` indicates that the enclosed text is in simplified Chinese. - `目标：结合其他分析师的分析，提供全面的投资建议。` is the translated text.
• Sure, here's the text translated into simplified Chinese while keeping the HTML structure intact: ```html

  背景故事：一位投资策略师，能够整合多方信息，做出明智的投资决策。

  ```

Sure, here is the translation of "Task Ideas" in simplified Chinese, while keeping the HTML structure intact: ```html 任务建议 ``` In this HTML snippet: - `` is used to ensure that the text "任务建议" (which means "Task Ideas" in simplified Chinese) is inline within the document and doesn't affect the block-level structure.

Certainly! Here's the translation of "Collect market data" in simplified Chinese while keeping the HTML structure: ```html 收集市场数据 ``` This HTML code will display the translated text in simplified Chinese on a webpage.

from crewai import Task

market_data_task = Task(
    description="""
    Collect market data from crypto exchanges, including prices, trading volumes, and technical indicators.
    """,
    expected_output="A dataset containing prices, trading volumes, and technical indicators from exchanges.",
    agent=market_data_collector
)

Sure, here's the translation in simplified Chinese while keeping the HTML structure intact: ```html 分析加密货币新闻 ``` This HTML snippet maintains the structure of the text "Analyze crypto news" while presenting it in simplified Chinese.

from crewai import Task

news_analysis_task = Task(
    description="""
    Summarize news articles, press releases, and market analyses related to crypto.
    """,
    expected_output="A report summarizing the latest news, press releases, and market analyses related to crypto.",
    agent=news_analyzer

)

Certainly! Here's how you would write "Perform Technical Analysis" in simplified Chinese, while keeping the HTML structure intact: ```html 执行技术分析 ``` In this translation: - "执行" means "perform" or "execute". - "技术分析" means "technical analysis". So, when rendered in HTML, it would appear as: ```html 执行技术分析 ```

from crewai import Task

technical_analysis_task = Task(
    description="""
    Analyze price charts and technical indicators to predict market trends.
    """,
    expected_output="A technical analysis report including price charts and market trend predictions.",
    agent=technical_analyst
)

Certainly! Here's how you could structure the HTML while translating "Assess Market Sentiment" to simplified Chinese: ```html

评估市场情绪

``` This HTML code represents the phrase "Assess Market Sentiment" in simplified Chinese, ensuring it maintains proper structure within an HTML document.

from crewai import Task

sentiment_analysis_task = Task(
    description="""
    Analyze market sentiment through social media and forums to gauge investor sentiment.
    """,
    expected_output="A report analyzing market sentiment from social media and forums.",
    agent=sentiment_analyst
)

Sure, here's how you can write "Develop an investment strategy" in simplified Chinese while keeping the HTML structure intact: ```html 开发投资策略： ``` This HTML snippet retains the structure while displaying the translated phrase in simplified Chinese.

from crewai import Task

investment_strategy_task = Task(
    description="""
    Combine analyses from other agents to provide comprehensive investment recommendations.
    """,
    expected_output="A comprehensive investment strategy report combining technical analysis, news analysis, and sentiment analysis.",
    agent=investment_strategist,
    context=[market_data_task, news_analysis_task, technical_analysis_task, sentiment_analysis_task]
)

Certainly! Here's how you would write "Crew" in simplified Chinese within an HTML structure: ```html 船员 ``` This HTML snippet embeds the simplified Chinese translation of "Crew" (船员) within a `` element, with the `lang` attribute indicating the language of the content.

from crewai import Crew

# Create a Crew with the agents and tasks
crypto_analytics_crew = Crew(
    agents=[market_data_collector, news_analyzer, technical_analyst, sentiment_analyst, investment_strategist],
    tasks=[market_data_task, news_analysis_task, technical_analysis_task, sentiment_analysis_task, investment_strategy_task]
)

# Kick off the Crew with specific input information
result = crypto_analytics_crew.kickoff(inputs={"input": "Bitcoin"})
print(result)

Sure, here's how you can incorporate the text "Before you go! 🤟" into an HTML structure with simplified Chinese: ```html

在你离开之前！ 🤟

``` This HTML structure sets the document to use simplified Chinese (`lang="zh-CN"`), includes the text "在你离开之前！ 🤟" within a paragraph (`

` tag), and ensures proper encoding (``).

Sure, here's the translated text in simplified Chinese while maintaining the HTML structure: ```html 如果您觉得这篇文章有价值，并希望表达支持，请为我的文章鼓掌10次。👏 这将真正激励我，也能让更多人看到这篇文章。 ``` This HTML structure ensures that the text remains correctly formatted and readable in both English and Chinese.