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meaziz / llm-wiki.md
Created April 23, 2026 06:12 — forked from karpathy/llm-wiki.md
llm-wiki

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Web Design Contract

Based on Contract Killer, an open-source contract for web developers.

Summary:

I’ll always do my best to fulfill your needs and meet your expectations, but it’s important to have things written down so that we both know what’s what, who should do what and when, and what will happen if something goes wrong. In this contract you won’t find any complicated legal terms or long passages of unreadable text. I have no desire to trick you into signing something that you might later regret. What I do want is what’s best for both parties, now and in the future.

So in short;

You ([CLIENT COMPANY]), located at [CLIENT ADDRESS] are hiring me ([DEVELOPER]) located at [DEVELOPER ADDRESS] to design and develop a web site for the total price of [QUOTE] as outlined in our previous correspondence.

Web Design Contract

Based on Contract Killer, an open-source contract for web developers.

Summary:

I’ll always do my best to fulfill your needs and meet your expectations, but it’s important to have things written down so that we both know what’s what, who should do what and when, and what will happen if something goes wrong. In this contract you won’t find any complicated legal terms or long passages of unreadable text. I have no desire to trick you into signing something that you might later regret. What I do want is what’s best for both parties, now and in the future.

So in short;

You ([CLIENT COMPANY]), located at [CLIENT ADDRESS] are hiring me ([DEVELOPER]) located at [DEVELOPER ADDRESS] to design and develop a web site for the estimated total price of [QUOTE] as outlined in our previous correspondence.