The OpenAI Agents SDK is an open-source Python library designed to build agent-based AI applications, offering minimal abstraction with core primitives like agents, handoffs, and guardrails. These agents programmatically browse the web but face challenges due to anti-bot technologies on websites. To counteract these challenges, the guide suggests integrating the SDK with Bright Data’s Web Unlocker API, which acts as a web-unlocking gateway to bypass these protections, allowing AI agents to access unblocked HTML content without CAPTCHAs or IP bans. This integration enhances AI agents' capabilities in tasks like summarizing web content, extracting product data from e-commerce websites, and gathering news article information. The guide provides a detailed tutorial on setting up a Python environment for this integration, using additional libraries like requests, pydantic, and markdownify, and emphasizes the transformation of HTML to Markdown for efficiency. The walkthrough includes creating Pydantic models for structured outputs and defining the logic for specialized agents that handle specific tasks, all while ensuring the setup of environment variables for API keys. Testing scenarios demonstrate the successful execution of the AI agents in retrieving and processing data from web pages, highlighting the effectiveness of combining the OpenAI SDK with the Web Unlocker API for robust web data extraction.