AI Project: Create Text Embeddings with Hugging Face (Sentence Transformers)
This is one of the most powerful concepts in modern AI. In particular, Hugging Face Text Embeddings are an innovative way to use embeddings today….
AI Project: Build a Web App for Your Hugging Face Model (with Gradio)
You’ve built amazing AI models, but how do you let your friends or colleagues use them without running your script? One solution is to share…
AI Project: Using Hugging Face Agents (Your Personal AI Assistant)
This is the cutting-edge of AI, far beyond a simple pipeline. An Agent is an LLM (like ChatGPT) that has been given tools and can…
Automation Project: Build a Screen-Reading Bot (PyAutoGUI + OCR)
What if you want to automate an old app that has no API and no way to copy text? You can teach Python to see…
AI Project: Zero-Shot Classification with Hugging Face
This is one of the most powerful and “magical” tasks in modern AI. In particular, Hugging Face Zero-Shot is a technique that demonstrates impressive versatility…
AI Project: Object Detection with Hugging Face (DETR)
We’ve taught our AI to classify an image (e.g., “This is a cat”). Now let’s teach it to find the cat. Object Detection is a…
Automation Project: Extract Text from Scanned PDFs (OCR)
This is a major challenge for many businesses. You have a PDF, but it’s just a picture of text (a scanned document). When faced with…
AI Project: How to Deploy a Hugging Face Model as a REST API (with Flask)
You’ve built amazing AI models with Hugging Face, but they’re stuck in your script. Want to know how to deploy Hugging Face API so other…
AI Project: Speech-to-Text with Hugging Face (OpenAI Whisper)
You’ve used the Hugging Face pipeline to understand text and images. Now, let’s teach it to understand audio using Hugging Face Speech to Text. We…
Django Project: Building a Simple Comment System
A blog isn’t complete until users can comment. This project will teach you one of Django’s most important concepts: database relationships (ForeignKeys). Building a Django…
