values clarity and simplicity above all else. That is not a technical
Ranking is rule-based, not ML-based. Meilisearch applies a deterministic cascade of ranking rules in order: typo distance, geographic distance (if you're using geosearch), number of words matched, exact match quality, word proximity, attribute ranking, and finally a custom ranking expression if you define one. There is no BM25, no TF-IDF as a primary signal, no learning-to-rank pipeline. For most application search use cases this produces better results than you'd expect; for cases where relevance modeling matters deeply (web-scale search, document retrieval with complex semantics), it's a limitation.
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