Retrival Augmented Generation Python Packages

rankify

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

bestrag

BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.

pkglite

Pack and unpack source projects of any programming language into portable text files

isotope-rag

Reverse RAG database - index questions, not chunks

needle-haystack-ai

Needle components for Haystack projects.