karpathy

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.

fukamachi

(annot:defannotation fntype (args result form)
    (:arity 3) 
  (let* ((last-form (cl-annot.util:progn-form-last form))
         (symbol (cl-annot.util:definition-form-symbol last-form)))
    `(progn (declaim (ftype (function ,args ,result) ,symbol))
            ,form)))

;; Usage:
;;    (ql:quickload :cl-syntax)
;;    (syntax:use-syntax :annot)

fukamachi

Quicklisp badge

Quickdocs.org now provides project badges for Quicklisp projects. It shows Quicklisp dist version when the project was updated last.

Once the project owner adds this badge to their README file, it will inform the project is ready for Quicklisp and its documentation is available on Quickdocs.org.

Stability

It's available, however it was just added in this morning at whim and it may still have issues. Please try it and tell @nitro_idiot if you encountered any issues.

tototoshi

#!/bin/sh
exec scala "$0" "$@"
!#

val helpMessage = """
Usage:
       -n     do not output the trailing newline

       -x     repeat x times

yamakk

import java.io.{InputStreamReader, FileInputStream, BufferedReader}
import java.nio.charset.{Charset, CharsetDecoder, CodingErrorAction}

/*
通常 Source.fromFile("sample.txt")では
java.nio.charset.MalformedInputException: Input length = 1
エラーが出る場合使う.
*/

object IgnoreDecodeTest{