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The Pruning Radix Trie — a Radix Trie on steroids
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SymSpell vs. BK-tree: 100x faster fuzzy string search & spell checking
Conventional wisdom and textbooks say BK-trees are especially suited for spelling correction and fuzzy string search. But does this really hold true?
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Introducing the SeekStorm MCP server
Connect AI applications to SeekStorm through the Model Context Protocol (MCP), with no separate seekstorm_server process required.
symspell_rs v7 - 3x faster lookup, 40% less memory consumption, 11x faster Damerau-Levenshtein edit distance
symspell_rs v7 introduces both significant implementation changes to SymSpell as well as algorithmic changes to the Damerau-Levenshtein calculation between v6.8.4 vs. v7.0.1. The resulting performance improvements are measured with the...
🔥SeekStorm 3.0 adds vector search & hybrid search
SeekStorm uses two separate, first-class, native index architectures, under one roof. Lexical search (sparse retrieval): sharded and leveled inverted index. Vector search (dense retrieval): sharded and leveled IVF index for...
Document iterator and search with empty query string
SeekStorm introduces a new Document Iterator API and support search with empty query strings.
