In 2025, AI chatbots are transforming customer service, and Python remains the go-to language for building them. This guide walks you through creating a South African retail chatbot using Rasa and Hugging Face, deploying it on Heroku, and invites developers to contribute. Let’s get started! Why Python for Chatbots? Python’s libraries, like Rasa for conversational […]
As a Python developer in 2025, leveraging AI APIs can supercharge your projects. From natural language processing (NLP) to image recognition, these top five APIs offer powerful tools, free tiers, and relevance for South African startups. Let’s dive into their use cases, setup, and code examples. 1. Google Cloud Vision API Use Case: Image recognition, […]
Build a Simple AI Model in Python Artificial Intelligence (AI) is accessible to all with Python, a language that can be mastered for building robust models. Let’s create a linear regression model to predict Johannesburg traffic congestion using NumPy and scikit-learn. This hands-on tutorial leverages a simulated dataset, showcasing expertise in clean, efficient code. Why […]