All Articles

Karpathy's LLM Knowledge Base: Bypassing RAG for Persistent AI Memory

Andrej Karpathy has introduced a new architecture that uses an evolving markdown library maintained by AI to solve the 'context-limit reset' problem. This approach creates a persistent knowledge base for LLMs, moving beyond traditional Retrieval-Augmented Generation (RAG) to allow for more seamle...