Managing AI Dependencies & API Keys: A Developer's Survival Guide
AI projects collapse for two predictable reasons: dependencies that won't install, and API keys that leak on GitHub. Here's how to handle both without the drama. Lock Down Your Dependencies AI's dependency stack is a house of cards. PyTorch wants CUDA 11.8. Transformers needs...
Managing AI Dependencies with requirements.txt
Building AI applications today feels like assembling a spaceship from parts made by a thousand different manufacturers. You've got PyTorch or TensorFlow for deep learning, Hugging Face Transformers for NLP, OpenCV for computer vision, NumPy and Pandas for data wrangling, plus...