Ranking icons

10 icons in the ranking group of RAG & Search: BM25, Cross-encoder, Diversity and 7 more — each in outline and duotone at three weights, with the code for React, Vue, Svelte, Flutter and more.

10 icons · 1 of 7 groupsOpen in browser

bm25 cross-encoder diversity-mmr mmr ranking relevance-score reranker top-k top-n-tune top-result

The 10 ranking icons in RAG & Search, described

BM25bm25: BM25 — results ranked by how well the query's words match the document.
Cross-encodercross-encoder: A cross-encoder — a reranker that judges query and document together rather than apart.
Diversitydiversity-mmr: Diversity — results picked for being unlike the rest, spread by MMR.
MMRmmr: MMR — maximal marginal relevance, results that are relevant but not all the same.
Rankingranking: Ranking — best first and worst last, results put in order of relevance.
Relevance scorerelevance-score: A relevance score — how close a result is to what was actually asked.
Rerankerreranker: A reranker — a model that puts retrieved results back in the order of true relevance.
Top-ktop-k: Top-k — keep the k best candidates and drop the rest before sampling.
Top-Ntop-n-tune: Top-N — how many of the best results to keep, the cutoff k for retrieval.
Top resulttop-result: The top result — the one that won first place in the ranking.

In code, each is one import — import { Bm25 } from "@iconmind/react/icons/bm25" — and the same name in Vue, Svelte, Solid, Preact, React Native, Astro, Blade and Flutter.

Narrow it by tag

best3 here · 3 in all score2 here · 11 in all spread2 here · 9 in all

Every ranking icon in RAG & Search, free to ship

10 icons in outline and duotone at three weights, generated from one grid so nothing in the set can drift out of step. MIT licensed — commercial use, no attribution, no seat count.

All RAG & Search icons Install the package Request an icon

Other groups in RAG & Search

ingestion11 chunking13 retrieval25 vector20 knowledge8 grounding14