--- title: Spotify-Inspired: Elevating Meilisearch with Hybrid... description: The article discusses the development of hybrid search in Meilisearch, combining keyword and semantic search algorithms. It explores the optimization of... canonical: https://daily.dev/posts/spotify-inspired-elevating-meilisearch-with-hybrid-search-and-rust-nlmbkzgck twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Spotify-Inspired: Elevating Meilisearch with Hybrid Search and Rust | daily.dev og:description: The article discusses the development of hybrid search in Meilisearch, combining keyword and semantic search algorithms. It explores the optimization of... og:url: https://daily.dev/posts/spotify-inspired-elevating-meilisearch-with-hybrid-search-and-rust-nlmbkzgck og:image: https://api.daily.dev/og/posts/NlMbkzgck.png og:image:alt: Spotify-Inspired: Elevating Meilisearch with Hybrid Search and Rust og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Spotify-Inspired: Elevating Meilisearch with Hybrid Search and Rust **[Lobsters](https://daily.dev/sources/lobsters)** · 6 min read · 1 upvotes · 0 comments ## Summary The article discusses the development of hybrid search in Meilisearch, combining keyword and semantic search algorithms. It explores the optimization of storage and search for high-dimensional embeddings by storing them on disk. The use of Spotify's Hyperplane Trees algorithm and the challenges of porting it to Rust are also highlighted. The article further mentions the use of LMDB for key-value storage and upcoming challenges with multithreading and incremental indexing. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#data-science](https://daily.dev/tags/data-science), [#meilisearch](https://daily.dev/tags/meilisearch), [#rust](https://daily.dev/tags/rust), [#spotify](https://daily.dev/tags/spotify) [View this post on daily.dev](https://daily.dev/posts/spotify-inspired-elevating-meilisearch-with-hybrid-search-and-rust-nlmbkzgck) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Spotify-Inspired: Elevating Meilisearch with Hybrid Search and Rust","url":"https://daily.dev/posts/spotify-inspired-elevating-meilisearch-with-hybrid-search-and-rust-nlmbkzgck","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/spotify-inspired-elevating-meilisearch-with-hybrid-search-and-rust-nlmbkzgck"},"datePublished":"2023-12-08T16:33:19.020Z","dateModified":"2025-09-06T02:42:29.487Z","description":"The article discusses the development of hybrid search in Meilisearch, combining keyword and semantic search algorithms. 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