Rankify
Basic Information
Rankify is a Python toolkit built to unify and accelerate research and development of retrieval, re-ranking, and retrieval-augmented generation (RAG) pipelines. It provides an end-to-end framework for loading or indexing corpora, running retrievers, applying re-ranking models, and generating answers with RAG methods. The project bundles pre-retrieved benchmark datasets, prebuilt indexes for Wikipedia and MS-MARCO, a CLI for indexing, a modular Generator component that can call multiple LLM backends, and a suite of evaluation metrics. Rankify is intended for researchers and practitioners who need a reproducible, extensible environment to compare retrieval methods, test ranking architectures, and experiment with different RAG approaches across many datasets.
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App Details
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