The Knowledge Base Is the Product: What Karpathy’s Wiki Method Taught Me About Building AI Agents

1. 1Apply the Wiki Method to your AI agent project by prioritizing the knowledge base
2. 2Use retrieval-augmented generation to chunk and embed documents
3. 3Store embedded documents in a vector database
4. 4Retrieve closest matches to generate responses
5. 5Fine-tune your LLM using the knowledge base

Data scientists and AI engineers can benefit from this approach to building more effective AI agents, by prioritizing the knowledge base and using techniques like retrieval-augmented generation

💡 The knowledge base is the product, not just an afterthought, in building effective AI agents

Prioritize the knowledge base in your AI agent projects with Karpathy's Wiki Method #AI #LLM #RAG