AIFIRST ai-from-scratch: Rebuild Core AI Components from First Principles
The brief
ai-from-scratch is an educational repository that reimplements transformers, tokenizers, AI agents, RAG pipelines, and vector databases from the ground up in Python.
Key points
- The goal is to give learners a clear view of how modern AI systems work internally rather than treating libraries as black boxes.
- Each component is built step by step with explanations.
Sources
- GitHubgithub.com