Open Knowledge Format, Explained in Plain Words
OKF is a folder of markdown files that tells an AI agent what your data means, who wrote it, who checked it, and when it stops being true.
Retrieval and RAG05
Subject · 4 posts
knowledge representation
When Your Knowledge Base Should Be a Graph
GraphRAG turns a corpus into entities, communities and LLM-written reports so it can answer whole-corpus questions that top-k retrieval structurally cannot.
Retrieval and RAG02
Brains Behind the Bots: Classical Planning from Ground Up
PDDL, heuristics that sometimes do nothing, HTN, temporal and multi-agent planning, with real planner numbers on Towers of Hanoi.
AI Foundations10
Logical Agents 101: Slaying the Wumpus with Pure Reason
Knowledge bases, entailment, resolution and SAT solving, learned by staying alive in the Wumpus World, with runnable PySAT code.
AI Foundations07