kiswahili

SwahiLib - Kamusi ya Kiswahili: Kiswahili kitukuzwe (Swahili Dictionary)

A website that generates any (reasonable) number of random Swahili words.

An offline-first android app for SwahiLib - Kamusi ya Kiswahili: Kiswahili kitukuzwe (Swahili Dictionary)

The Kiswahili module is designed for NooJ linguistic development environment software and corpus processor. It goes with a 45000 words Kiswahili-English dictionary and morphological grammars that detect all tenses of Kiswahili verbs. Mathieu ROY et al. 2017. 2018. CC BY NC SA 3.0

Lugha ya kupanga yenye sintaksia kamili ya Kiswahili. Mkusanyaji wa kujikusanya — inakusanya moja kwa moja hadi msimbo wa mashine kupitia LLVM na kizalishe asilia cha x86-64.

iOS App for SwahiLib - Kamusi ya Kiswahili: Kiswahili kitukuzwe (Swahili Dictionary)

This project includes sentiment analysis using deep learning with TensorFlow framework, written in Python. It is licensed under the MIT license.

Generate a shairi (poem) daily using the Open AI API

A Debian package providing 5,698 Swahili proverbs in a fortune-like command-line tool.

A 30M parameter GPT language model trained from scratch on Kiswahili text using JAX and Flax NNX. Multi-day resumable training on Google Colab's free T4 GPU.

Adding Ekegusii to NLLB-200 with transfer learning, then fine-tuning it for Kenyan public service announcements. 40.97 chrF2++ English into Ekegusii on held-out real announcements, against a 14.56 floor. USIU-Africa, School of Science and Technology, 2026.

Offline songbook for the Muungano Christian Choir — 372 songs with search, themes and Kiswahili/English. Built with Flutter.

A voice assistant that takes its commands in Kiswahili - fungua, saa, niko wapi. Python desktop half plus a Chrome extension

This project implements Part-of-Speech (POS) tagging system for Swahili (Kiswahili), a morphologically rich African language. By utilizing Transfer Learning from multilingual transformer models (specifically Afro-XLMR) on datasets from the Masakhane POS project.

Moi Forces Academy

Offline-first decodable literacy toolkit for African languages: spec, CLI, reader PWA, and Swahili starter packs.

Connecting Tanzania's farmers to buyers directly.

Comprehensive Swahili (Kiswahili) language reference for AI agents — grammar, noun classes (ngeli), verb conjugation, Sheng slang, East African tech/business/tourism vocabulary, and cultural context.