Ronald Maravanyika is a Zimbabwean software developer and community leader. He co-founded ZimboPy, chairs the Python Zimbabwe Trust, and works as ICT Manager at ZACH.

FlashRAG is a Python toolkit for the reproduction and development of Retrieval Augmented Generation (RAG) research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 23 state-of-the-art ...