Rankify provides a comprehensive framework for information retrieval and re-ranking workflows with native RAG support. It offers 40 pre-retrieved benchmark datasets and implements 7+ retrieval techniques alongside 24+ state-of-the-art reranking models. The toolkit integrates with LLMs and ChatGPT to enable retrieval-augmented generation pipelines.