TF-IDF counts words. semantic-keywords understands meaning. It uses sentence embeddings (all-MiniLM-L6-v2 by default) and Maximal Marginal Relevance (MMR) to return keywords that are both relevant and diverse — not just the most frequent phrases. Works fully offline after a one-time model download. No API key. No rate limits.

Python SDK for the NEXT SMS Tanzania - (https://app.nextsms.co.tz) SMS API v2

Declarative, resilient, and typed web scraping. Define what you want — topscrape figures out how to get it, even when the site changes.

A digital clock application made with python and tkinter

Python wrapper on Mpesa public API for mobile Payment Integration

A Python library to ease the integration with the Beem Africa (SMS, AIRTIME, OTP, 2WAY-SMS, BPAY, USSD)

Python Package to easy the integration with nextsms SMS Gateway

A python project for converting an Image into audible sound using OCR and speech synthesis

CLI tool for sitemap generation

A python project that does real-time vehicle detection using a trained car-cascade Model

A python project that does real-time vehicle detection using a trained car-cascade Model

A python library for computing the similarity between two string(text) based on cosine similarity

A Swahili version of programming language to allow Swahili speakers get started with programming

A python project that automates the analysis of tweets emotions

A music player application made with python for learning purpose

Simulating monty hall problem with python

A package consisting of all Tanzania locations from region to streets in an easily accessible way

A python knowledge-based chatbot application built with Tkinter

A python program that detects emotions (sentiment) associated with texts

Python package to ease the Tigo Pesa API integration