Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
Analytics India Magazine

Andrej Karpathy Moves Beyond RAG, Builds LLM-Powered Personal Knowledge Bases

Instead of relying on RAG, Andrej Karpathy said that LLMs can manage indexing and summaries internally at smaller scales.
PC Magazine

knowledge based system

An AI application that uses a database of knowledge about a subject. Also known as an "expert system," it is the forerunner of today's deep learning models. See expert system and knowledge base. THIS ...

The Birth And Death Of The Knowledge Base And AI

The knowledge base article, as the central mechanism for resolving IT and other issues, may be approaching the end of its run ...