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. 6 score above 50 (established tier). The highest-rated is ChenghaoMou/text-dedup at 63/100 with 746 stars.

Get all 38 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	ChenghaoMou/text-dedup All-in-one text de-duplication	63	Established	746	Python
2	loretoparisi/fasttext.js FastText for Node.js	62	Established	201	JavaScript
3	messense/fasttext-serving fastText model serving service	56	Established	62	Rust
4	gagan3012/PolyDeDupe PolyDeDupe: Multi-Lingual Data Deduplication	52	Established	2	Python
5	vrasneur/pyfasttext Yet another Python binding for fastText	52	Established	224	Python
6	olegtarasov/FastText.NetWrapper .NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!	50	Established	80	C#
7	oscar-project/ungoliant :spider: The pipeline for the OSCAR corpus	48	Emerging	176	Rust
8	shner-elmo/flashtext2 The fastest FlashText library for Python	47	Emerging	26	Python
9	winkjs/wink-jaro-distance An Implementation of Jaro Distance Algorithm by Matthew A. Jaro	46	Emerging	13	JavaScript
10	jazzyarchitects/fasttext-node Node wrapper around FastText Library	42	Emerging	57	JavaScript
11	vunb/node-fasttext Nodejs binding for fasttext representation and classification.	42	Emerging	43	C++
12	aplmikex/deduplication_mnbvc 文本去重	41	Emerging	78	Python
13	waltsmith88/go-flashtext Go-flashtext is a flashtext implement written in Go (Golang). It is based on...	38	Emerging	20	Go
14	davidmenger/fast-text Prediction and nearest neighbour tools from Facebook Fast Text wrapped into...	37	Emerging	11	C++
15	jianlins/FastContext FastContext is an optimized Java implementation of ConText algorithm...	36	Emerging	11	Java
16	go-air/dupi A tool to find all duplicates in large sets of text documents.	35	Emerging	16	Go
17	oscar-project/goclassy An asynchronous concurrent pipeline for classifying Common Crawl based on...	34	Emerging	86	Go
18	Edgaras0x4E/StrSim Collection of string similarity and distance algorithms in PHP including...	34	Emerging	24	PHP
19	shner-elmo/flashtext2-rs Flashtext implementation in Rust	33	Emerging	10	Rust
20	soaxelbrooke/phrase A tool for learning significant phrase/term models, and efficiently labeling...	33	Emerging	34	Rust
21	raypereda/shuffle a tool for shuffling lines of text	31	Emerging	3	Go
22	yunsii/fasttext.wasm.js Node and Browser env supported WebAssembly version of fastText: Library for...	30	Emerging	13	TypeScript
23	siara-cc/FastText_Lang_bindings Wrappers for FastText Library used for fast text representation and classification.	29	Experimental	1	C++
24	loretoparisi/fasttext.py FastText Pytorch version	28	Experimental	11	Python
25	mabdh/go-fasttext 🗚🐀 serving fastText model with golang	27	Experimental	8	Go
26	rhnvrm/textsimilarity go package that provides similarity between two string documents using...	26	Experimental	7	Go
27	karmdesai/fastTextWeb fastTextWeb is a custom version of Facebook's text classification library...	23	Experimental	18	C++
28	mtnmunuklu/lescatit Provides to crawl and categorize URL addresses	21	Experimental	11	Go
29	PyDataBlog/SimString.jl Native Julia implementation of CPMerge (SimString) algorithm	20	Experimental	6	Julia
30	4AI/generative_deduplication Code for Generative Deduplication For Socia Media Data Selection (Findings...	19	Experimental	3	Python
31	eddielin0926/cjkfuzz CJKfuzz is a Python library for supporting fuzzy matching chinese string.	19	Experimental	3	Python
32	duranbe/lev Levenshtein distance function as C Extension for Python 3	19	Experimental	4	C
33	innerNULL/osimhash A deduplication lib built Over [SIMHASH](https://github.com/yanyiwu/simhash).	18	Experimental	2	C++
34	livelace/girie girie ("go" + "kirie") is a tool for data/metadata extraction from web pages.	17	Experimental	1	Go
35	unhammer/fastText-haskell haskell bindings to fastText	15	Experimental	—	C++
36	heval/fasttext-http-server Simple fasttext http server written by Golang	11	Experimental	3	Go
37	mcthulhu1/go-text-router Text classification HTTP service in Go — TF-IDF + Naive Bayes + routing	11	Experimental	—	Go
38	hossainsmshakib/GoKage-TextSearchEngine A High-Performance Full-Text Search Engine in Go 🔍	11	Experimental	3	Go

Comparisons in this category

fasttext.js and fasttext-node (62 vs 42) fasttext.js and node-fasttext (62 vs 42) fasttext.js and fast-text (62 vs 37) node-fasttext and fasttext-node (42 vs 42) fasttext-node and fast-text (42 vs 37) node-fasttext and fast-text (42 vs 37) flashtext2 and flashtext2-rs (47 vs 33)