Langflow is an open-source tool designed for building and deploying AI-powered agents and workflows, utilizing a low-code visual development platform that allows for the creation of complex AI applications through a drag-and-drop interface. Despite its popularity, Langflow-based apps face limitations with standard LLMs due to their reliance on static datasets, lacking real-time data access. To address this, Langflow can be integrated with web data pipelines using Bright Data, which offers capabilities such as real-time web scraping, structured data extraction, and bypassing anti-bot defenses. By combining Langflow with Bright Data, users can create AI agents capable of retrieving live web data, allowing for more dynamic and responsive AI applications. The integration process involves setting up components in Langflow to interact with Bright Data's Web Unlocker API, enabling the AI to access and process data from a wide range of websites in real-time. This setup enhances the capabilities of LLMs by providing them access to fresh, relevant data, crucial for tasks like responding to queries and summarizing documents.