FastText Serving Wrappers NLP Tools

Language-agnostic wrappers, bindings, and HTTP servers for deploying and serving fastText models across different platforms and runtimes. Does NOT include fastText model training, other text classification libraries, or general embedding services.

There are 38 fasttext serving wrappers tools tracked. 2 score above 50 (established tier). The highest-rated is ChenghaoMou/text-dedup at 69/100 with 746 stars and 695 monthly downloads. 1 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	ChenghaoMou/text-dedup All-in-one text de-duplication	69	Established	746	Python
2	loretoparisi/fasttext.js FastText for Node.js	62	Established	201	JavaScript
3	winkjs/wink-jaro-distance An Implementation of Jaro Distance Algorithm by Matthew A. Jaro	49	Emerging	13	JavaScript
4	gagan3012/PolyDeDupe PolyDeDupe: Multi-Lingual Data Deduplication	49	Emerging	2	Python
5	messense/fasttext-serving fastText model serving service	49	Emerging	62	Rust
6	vrasneur/pyfasttext Yet another Python binding for fastText	45	Emerging	224	Python
7	shner-elmo/flashtext2 The fastest FlashText library for Python	44	Emerging	26	Python
8	olegtarasov/FastText.NetWrapper .NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!	43	Emerging	80	C#
9	oscar-project/ungoliant :spider: The pipeline for the OSCAR corpus	41	Emerging	176	Rust
10	jazzyarchitects/fasttext-node Node wrapper around FastText Library	40	Emerging	57	JavaScript
11	vunb/node-fasttext Nodejs binding for fasttext representation and classification.	35	Emerging	43	C++
12	aplmikex/deduplication_mnbvc 文本去重	34	Emerging	78	Python
13	waltsmith88/go-flashtext Go-flashtext is a flashtext implement written in Go (Golang). It is based on...	31	Emerging	20	Go
14	davidmenger/fast-text Prediction and nearest neighbour tools from Facebook Fast Text wrapped into...	30	Emerging	11	C++
15	jianlins/FastContext FastContext is an optimized Java implementation of ConText algorithm...	29	Experimental	11	Java
16	go-air/dupi A tool to find all duplicates in large sets of text documents.	28	Experimental	16	Go
17	Edgaras0x4E/StrSim Collection of string similarity and distance algorithms in PHP including...	28	Experimental	24	PHP
18	oscar-project/goclassy An asynchronous concurrent pipeline for classifying Common Crawl based on...	27	Experimental	86	Go
19	soaxelbrooke/phrase A tool for learning significant phrase/term models, and efficiently labeling...	26	Experimental	34	Rust
20	shner-elmo/flashtext2-rs Flashtext implementation in Rust	26	Experimental	10	Rust
21	raypereda/shuffle a tool for shuffling lines of text	24	Experimental	3	Go
22	yunsii/fasttext.wasm.js Node and Browser env supported WebAssembly version of fastText: Library for...	23	Experimental	13	TypeScript
23	siara-cc/FastText_Lang_bindings Wrappers for FastText Library used for fast text representation and classification.	22	Experimental	1	C++
24	loretoparisi/fasttext.py FastText Pytorch version	21	Experimental	11	Python
25	1712n/dedup-service A high-performance service designed to eliminate duplicate and...	21	Experimental	2	TypeScript
26	mabdh/go-fasttext 🗚🐀 serving fastText model with golang	20	Experimental	8	Go
27	rhnvrm/textsimilarity go package that provides similarity between two string documents using...	19	Experimental	7	Go
28	proycon/sesdiff Generates a shortest edit script (Myers' diff algorithm) to indicate how to...	17	Experimental	7	Rust
29	karmdesai/fastTextWeb fastTextWeb is a custom version of Facebook's text classification library...	16	Experimental	18	C++
30	unhammer/fastText-haskell haskell bindings to fastText	15	Experimental	—	C++
31	mcthulhu1/go-text-router Text classification HTTP service in Go — TF-IDF + Naive Bayes + routing	14	Experimental	—	Go
32	mtnmunuklu/lescatit Provides to crawl and categorize URL addresses	14	Experimental	11	Go
33	PyDataBlog/SimString.jl Native Julia implementation of CPMerge (SimString) algorithm	13	Experimental	6	Julia
34	eddielin0926/cjkfuzz CJKfuzz is a Python library for supporting fuzzy matching chinese string.	12	Experimental	3	Python
35	duranbe/lev Levenshtein distance function as C Extension for Python 3	12	Experimental	4	C
36	4AI/generative_deduplication Code for Generative Deduplication For Socia Media Data Selection (Findings...	12	Experimental	3	Python
37	innerNULL/osimhash A deduplication lib built Over [SIMHASH](https://github.com/yanyiwu/simhash).	11	Experimental	2	C++
38	livelace/girie girie ("go" + "kirie") is a tool for data/metadata extraction from web pages.	10	Experimental	1	Go

Comparisons in this category

fasttext.js and fasttext-node (62 vs 40) fasttext.js and node-fasttext (62 vs 35) fasttext.js and fast-text (62 vs 30) fasttext-node and node-fasttext (40 vs 35) fasttext-node and fast-text (40 vs 30) node-fasttext and fast-text (35 vs 30) flashtext2 and flashtext2-rs (44 vs 26)