Free Lesson
Build a Personal Knowledge LLM Wiki (Andrej Karpathy style)
60 min
Apr 16, 2026 10:30 PM
What you'll learn
Persistent LLM Wikis Beat RAG for Knowledge Building
Learn why retrieval-and-forget fails at scale and how a compounding wiki architecture solves it with structured, interli
Multimodal Inference Live: Text, PDFs, and YouTube
Watch Claude Code and Gemini 2.5 Pro process 15+ sources in parallel, extracting knowledge from videos, documents
Build Your Own LLM Wiki in Obsidian Tonight
Walk away with a copy-paste template, schema file, and workflow to start building a personal knowledge base with any LLM
Why this topic matters
Most people use LLMs as disposable search engines. Ask, get an answer, lose it.
The LLM Wiki pattern flips this: your LLM builds a persistent, interlinked knowledge base from raw sources.
Every source you add compounds into a richer graph. Stop re-deriving insights every conversation.
Learn the pattern live and build your own tonight.
You'll learn from
Raj Dandekar
CTO and Co-founder Vizuara AI, MIT PhD
Yash Dixit
Apple AI/ML | MIT | Ex-McKinsey | Research mentor
Previously at
