Onchain AI Garage

Content & Contributions

• Explores advanced paradigms in Large Language Models (LLM) implementation and AI-driven knowledge management.
• Karpathy’s LLM Wiki: Beyond RAG for Persistent Knowledge Bases
  • Investigates the LLM Wiki pattern as an evolution beyond traditional Retrieval Augmented Generation (RAG).
  • Focuses on the development of persistent, compounding knowledge bases maintained autonomously by LLM.
  • Backlink: 2026 04 10 Karpathys LLM Wiki Beyond RAG for Persistent Knowledge Bases

Additional Notes (2026-04-10)

• The video introduces Andrej Karpathy’s innovative “LLM Wiki pattern,” a paradigm shift from traditional Retrieval Augmented Generation (RAG) models for managing personal knowledge bases.
• Advocates for persistent, compounding wiki maintained entirely by LLM.
• Addresses the fundamental problem of creating and maintaining autonomous knowledge repositories.

Authored Notes

• 2026 04 10 Karpathys LLM Wiki Beyond RAG for Persistent Knowledge Bases
• 2026 04 10 Karpathys LLM Wiki Beyond RAG for Persistent Knowledge Bases

Related Notes

• 2026 04 10 Karpathys LLM Wiki Beyond RAG for Persistent Knowledge Bases

Source Notes