Robot Framework is a Python-based, extensible keyword-driven test automation framework for end-to-end acceptance testing, suitable for heterogeneous applications. It features a modular architecture, supports various libraries for different protocols, and provides robust reporting and logging capabilities, making it a powerful tool for network testing, particularly for Border Gateway Protocol (BGP). The document also discusses setting up tests, common libraries, and the hierarchical structure of test cases and resource files.