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chunk-match

NodeJS library that semantically chunks text and matches it against a user query using cosine similarity for precise and relevant text retrieval

v1.1.3 URL: https://unpkg.com/chunk-match@1.1.3/chunk-match.js

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semanticchunkingtext-chunkingsemantic-chunkingsemantic-analysiscosine-similaritytext-similarityquery-matchingtext-matchingtext-embeddingnatural-language-processingnlpinformation-retrievalnodejsjavascriptsearchtext-analysisdata-matchingembeddingtext-processingsimilarity-matching

fast-cosine-similarity

A very fast implementation of cosine-similarity for comparing two vectors. Up to 6x faster than the compute-cosine-similarity library.

v1.2.2 URL: https://unpkg.com/fast-cosine-similarity@1.2.2/index.js

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cosinesimilaritycosine-similarityvectorcomparefast

string-comparisons

A collection of string comparisons algorithms

v0.0.20 URL: https://unpkg.com/string-comparisons@0.0.20/dist/main.min.js

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javascriptalgorithmsdistancesmith-watermantrigramslevenshtein-distancesimilarity-measurescosine-similaritystring-distancejaccard-similarityjaro-winkler-distancedamerau-distancehamming-distancestring-comparisonsorensen-dice-distancen-gramq-gramoptimal-string-alignment

vectorstore

Local, cost-free vector store for text embeddings and similarity search (soon) in-browser and Node.js.

v0.0.4 URL: https://unpkg.com/vectorstore@0.0.4/dist/index.cjs.js

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vectorsearchcosine-similarityembeddingsaiopen-source

embed-utils

Helpers for working with vector embeddings

v1.0.4 URL: https://unpkg.com/embed-utils@1.0.4/index.js

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embeddingscosine-similarityjavascripttypescriptbunmachine-learningvectorsai