Tagged articles

RAG Alternative

2 articles · Page 1 of 1

Apr 18, 2026 · Artificial Intelligence

Build a Dual‑Layer AI Knowledge Base in 20 Minutes and Supercharge Your LLM Agents

This article explains how to create a two‑layer AI knowledge system— a dynamic Knowledge Base Layer and a static Brand Foundation Layer— in about 20 minutes, detailing its architecture, advantages over traditional RAG, step‑by‑step deployment, and real‑world use cases for creators, teams, and personal productivity.

AI knowledge baseKnowledge ManagementLLM agents

0 likes · 16 min read

Build a Dual‑Layer AI Knowledge Base in 20 Minutes and Supercharge Your LLM Agents

Machine Learning Algorithms & Natural Language Processing

Apr 5, 2026 · Artificial Intelligence

Why Karpathy’s LLM Wiki Is Sparking a New Way to Build Knowledge

Karpathy’s LLM Wiki proposes a meta‑framework that lets large language models continuously compile, update, and query a structured Markdown wiki, moving beyond traditional RAG by treating ideas as reusable assets that agents can automatically materialize into personal knowledge bases.

AI agentsKnowledge ManagementLLM

0 likes · 11 min read

Why Karpathy’s LLM Wiki Is Sparking a New Way to Build Knowledge