Karpathy's LLM Wiki
BeginnerCompany
Andrej Karpathy
Founded
2025
Headquarters
Open Source
Pricing Range
Free (Design Pattern)
Difficulty
beginner
Target Audience
Researchers and knowledge workers wanting a simple version-controlled knowledge base.
About
LLM Wiki is a design pattern popularized by Andrej Karpathy for building a personal knowledge base using markdown files and git. Instead of a vector database, knowledge is stored in a git-managed markdown folder. When new information is added, an LLM updates the relevant wiki pages, consolidating knowledge over time. Lightweight, no databases or external services required.
Advantages
- 1Zero infrastructure required
- 2Version controlled with git
- 3Simple markdown format
- 4LLM-powered updates
Pros & Cons
Pros
- +Dead simple concept
- +No vendor lock-in
- +Fully under your control
- +Git-based versioning
Cons
- −Manual setup effort
- −Not for large-scale knowledge
- −Limited search
- −Requires LLM for auto-updates
Use Cases
Personal knowledge management
Research notes
Project documentation
Learning notes
Pricing
Free
$0
- Design pattern
- Markdown + git
- LLM integration optional
- No hosting needed
Skills
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