Retrieval Evaluation Python Packages

retrieval-eval

Every re-chunk quietly invalidates part of your RAG test suite. retrieval-eval tells you which labels are still true, and repairs the ones it can.

toolkit-rag-quality

Deterministic RAG evaluation toolkit -- retrieval metrics (recall, precision, MRR), corpus overlap detection, and CI regression gating without model calls.

smallevals

smallevals — CPU-fast, GPU-blazing fast offline retrieval evaluation for RAG systems with tiny QA models.

arxiv-embedding-benchmark

Published PyPI package for ArXiv embedding benchmarks, retrieval evaluation, and scientific RAG experiments.