> ## Documentation Index > Fetch the complete documentation index at: https://docs.brightdata.com/llms.txt > Use this file to discover all available pages before exploring further. # 如何将 Bright Data 与 Strands Agents 集成 Strands Agents 是一个开源 Python 库，提供了用于开发自主 AI 代理的统一工具包。它通过提供现成的工具（文件操作、系统执行、API 交互、数学运算等），将大型语言模型与实际应用场景连接起来。 ## 入门步骤 * Bright Data API Key * Python 3.10+ 使用 pip 快速安装或进行完整的开发环境安装（包含虚拟环境和 pre-commit 钩子）： ```bash theme={null} pip install strands-agents-tools ``` 将 Bright Data API Key 和 Unlocker 区域设置为环境变量： ```bash theme={null} export BRIGHT_DATA_API_KEY="your_api_key_here" export BRIGHT_DATA_ZONE="your_unlocker_zone_here" ``` ```py Sample Code theme={null} from strands import Agent from strands.models.litellm import LiteLLMModel import strands_tools.bright_data as bright_data import os from dotenv import load_dotenv load_dotenv() def main(): load_dotenv() print("🔍 Testing Bright Data Tool with OpenAI GPT-4o via LiteLLM") print("=" * 50) # Configure OpenAI model via LiteLLM openai_model = LiteLLMModel( client_args={ "api_key": os.getenv("OPENAI_API_KEY"), }, model_id="openai/gpt-4o", ) # Create agent with LiteLLM model and bright_data tool agent = Agent( model=openai_model, tools=[bright_data], system_prompt="you are a helpful Web Search assistant, whenever user asks you to search the web you will use avilable tools, always set zone name to 'unlocker'" ) # Test the bright_data tool with a relevant query print("Testing web scraping...") result = agent("Please scrape the content from https://example.com and return it as markdown") print(f'\n\nScraping Result:\n{result}') print("\n" + "=" * 50) print("Testing web search...") result2 = agent("Please search Google for 'Python programming tutorials") print(f'\n\nSearch Result:\n{result2}') if __name__ == "__main__": main() ``` ```md Sample Output theme={null} 🔍 Testing Bright Data Tool with OpenAI GPT-4o via LiteLLM ================================================= Testing web scraping... Tool #1: bright_data [Bright Data] Request: https://example.com/ Here is the scraped content from [example.com](https://example.com/) in Markdown format: # Example Domain This domain is for use in illustrative examples in documents. You may use this domain in literature without prior coordination or asking for permission. [More information...](https://www.iana.org/domains/example) Scraping Result: Here is the scraped content from [example.com](https://example.com/) in Markdown format: # Example Domain This domain is for use in illustrative examples in documents. You may use this domain in literature without prior coordination or asking for permission. [More information...](https://www.iana.org/domains/example) ================================================== Testing web search... Tool #2: bright_data [Bright Data] Request: https://www.google.com/search?q=Python%20programming%20tutorials&num=10 Here are some search results for "Python programming tutorials" from Google: 1. **The Python Tutorial | Python documentation** - This is an official tutorial from the Python documentation introducing basic concepts and features of the Python language. [Link to tutorial](https://docs.python.org/3/tutorial/index.html). 2. **Python Tutorial | W3Schools** - A popular platform to learn Python, covering everything from basic syntax to more advanced topics. Start learning Python now. [Link to W3Schools Python](https://www.w3schools.com/python/). 3. **Python Full Course for Beginners | YouTube by Programming with Mosh** - A comprehensive YouTube tutorial to learn Python from scratch. [Watch on YouTube](https://www.youtube.com/watch?v=K5KVEU3aaeQ). 4. **Python For Beginners | Python.org** - Contains a list of tutorials suitable for experienced programmers on the BeginnersGuide/Tutorials page. [Getting started with Python](https://www.python.org/about/gettingstarted/). 5. **Learn Python - Free Interactive Python Tutorial** - An interactive coding environment provided by DataCamp to learn Python with hands-on challenges. [Explore LearnPython.org](https://www.learnpython.org). 6. **Python Tutorial | TutorialsPoint** - Offers a complete understanding of Python programming language from basic concepts to more advanced. [Read more on TutorialsPoint](https://www.tutorialspoint.com/python/index.htm). 7. **Python Tutorial | GeeksforGeeks** - Provides the latest Python 3.13 version compiler and tutorials, where you can edit and compile code directly. [Visit GeeksforGeeks Python Tutorial](https://www.geeksforgeeks.org/python/python-programming-language-tutorial/). These resources should help you get started with Python programming or deepen your existing knowledge. ``` ```py theme={null} from strands import Agent from strands.models.litellm import LiteLLMModel import strands_tools.bright_data as bright_data import os from dotenv import load_dotenv load_dotenv() def main(): load_dotenv() print("🔍 Testing Bright Data Tool with OpenAI GPT-4o via LiteLLM") print("=" * 50) # Configure OpenAI model via LiteLLM openai_model = LiteLLMModel( client_args={ "api_key": os.getenv("OPENAI_API_KEY"), }, model_id="openai/gpt-4o", ) # Create agent with LiteLLM model and bright_data tool agent = Agent( model=openai_model, tools=[bright_data], system_prompt="you are a helpful Web Search assistant, whenever user asks you to search the web you will use avilable tools, always set zone name to 'unblocker'" ) # Test the bright_data tool with a relevant query print("Testing web scraping...") result = agent.tool.bright_data( action="scrape_as_markdown", url="https://example.com", zone="unblocker" ) print(f'\n\nScraping Result:\n{result}') print("\n" + "=" * 50) print("Testing web search...") result2 = agent.tool.bright_data( action="search_engine", query="Python programming tutorials", engine="google", zone="unblocker" ) print(f'\n\nSearch Result:\n{result2}') result5 = agent.tool.bright_data( action="web_data_feed", source_type="amazon_product", url="https://www.amazon.com/dp/B0D2Q9397Y?th=1" ) print(f'\n\nAmazon Product Data:\n{result5}') if __name__ == "__main__": main() ```