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Semantic search in Rails using sqlite-vec, Kamal and Docker

Blog of Marian Posaceanu - Multidisciplinary web developer - core programming language used : Ruby · published 29 March 2026

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Link
Host
https://www.sqlite.org/fts5.html
sqlite.org
https://github.com/Casecommons/pg_search
github.com
https://www.postgresql.org/docs/current/textsearch.html
postgresql.org
https://alexgarcia.xyz
alexgarcia.xyz
https://github.com/asg017/sqlite-vec/issues/25
github.com
https://github.com/asg017/sqlite-vec/releases
github.com
https://huggingface.co/google/embeddinggemma-300m
huggingface.co
https://huggingface.co/intfloat/multilingual-e5-large
huggingface.co
https://huggingface.co/intfloat/multilingual-e5-base
huggingface.co
https://github.com/marianposaceanu/mp-com-embeddings
github.com
https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm
en.wikipedia.org
https://www.elastic.co/blog/practical-bm25-part-2-the-bm25-algorithm-and-its-variables
elastic.co
https://www.elastic.co/docs/reference/elasticsearch/rest-apis/reciprocal-rank-fusion
elastic.co
Elsewhere on marianposaceanu.com (2)