# Karpathy's LLM Knowledge Bases: The Post-Code AI Workflow

> Andrej Karpathy's new workflow uses LLMs to build personal knowledge bases from raw docs. Full breakdown, tools, and how to build your own.

- **Published**: 2026-05-22
- **Category**: AI News
- **URL**: https://agentpedia.codes/blog/karpathy-llm-knowledge-bases

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## Sections

1. What Karpathy Said
2. The 6-Step Workflow
3. Karpathy's Arc
4. Real-World Use Cases
5. Community Reactions
6. Tools & Ecosystem
7. Build Your Own
8. Advanced Patterns
9. What This Means

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