llmranker: LLM-based ranking and reasoning algorithms for search and recommendation
LLM-based ranking and reasoning algorithms for search and recommendation: why asking an LLM to rank a shortlist outperforms embedding distance on compositional queries, a research-grounded tour of pointwise, pairwise, listwise, setwise, and tournament-style ranking, and a package that implements all of them over any provider.