Building a Minimal AI Assistant with Python
Start with the basics
Python’s simplicity makes it ideal for prototyping AI tools. Start with a single script that loads a pre-trained model—no complex frameworks required.
Keep it lean
Avoid over-engineering. Use libraries like transformers for model inference and click for CLI interactions. The goal is a working assistant in under 100 lines of code.
Iterate, don’t overbuild
Test with real queries early. Refine prompts and model settings based on actual usage patterns. The best tools evolve from user feedback, not assumptions.