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Configurable BM25 Text Search Engine with simple semantic search support
- BM25
- BM25F
- TFIDF
- TF-IDF
- In Memory Search
- Semantic Search
- Full Text Search
- NLP
- Natural Language Processing
- wink
A highly efficient, isomorphic, full-featured, multilingual text search engine library, providing full-text search, fuzzy matching, phonetic scoring, document indexing and more, with micro JSON state hydration/dehydration in-browser and server-side.
- search-engine
- full-text-search
- text-processing
- document-indexing
- fuzzy-matching
- multilingual
- BM25
- n-gram
- multi-gram
- TF-IDF
- BK-Tree
- state-hydration
- state-dehydration
- Damerau-Levenshtein-distance
- View more
Minimal implementations of a couple of classic text analysis tools (TF-IDF and cosine similarity)
TF-IDF Searcher
A TFIDF analysis package that allows for tokens of any word length
Configurable BM25 Text Search Engine with simple semantic search support
A fork of https://github.com/kerryrodden/tiny-tfidf, removes text splitting and creates 3 ngrams instead.
Node compatible version of tiny-tfidf