Text Search Python Packages

fuzzysearch

Find parts of long text or data, allowing for some changes/typos.

usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

minsearch

Minimalistic text and vector search engines that use Scikit-Learn and Pandas

issundb

A fast embedded graph database for AI applications and graph analytics

usearch-iscc

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

qlever

Graph database implementing the RDF and SPARQL standards. Very fast and scales to more than a trillion triples on a single commodity machine

bayesian-bm25

Bayesian probability transforms for BM25 retrieval scores

slipbox

A static site generator for Zettelkasten notes

fast-suffix-array

O(n) suffix array construction (SA-IS) with LCP arrays, BWT, FM-index, and pattern search. Rust-powered Python bindings.

ngram-search

Ngram-based indexing of strings into a binary file

textgo

Let's go and play with text!

narrow-down

Fast fuzzy text search

vechord

Turn PostgreSQL into your search engine in a Pythonic way.

fsed

Aho-Corasick string replacement utility

b64-regex

Build regex patterns for searching through b64 encoded text without decoding.

search-in-files

A tool for find text in files.

kawadi

kawadi is my collection of tools, that I need more frequently

trowser

Trowser is a browser for large line-oriented text files, implemented in 3 alternate programming languages: Tcl/Tk, Python and C++/Qt