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.

colindean

# basic build tool, get the latest version
# if you want to ensure use, use 'gmake' instead on macOS
# or follow caveats in `brew info make` to make make brew's make
brew 'make'

# python version and environment management
brew 'pyenv'
# python dependency manager
# a version from pypi instead of homebrew may be installed when running make deps
brew 'poetry'

henrik242

1. Open Automator.app
2. Create new Quick Action
3. Select Run AppleScript
4. Add this:

set inputVolume to input volume of (get volume settings)
if inputVolume = 0 then
	set inputVolume to 100
	display notification "Volume set to 100" with title "✅ Microphone is on"

luiscape

#
#  Original solution via StackOverflow:
#    http://stackoverflow.com/questions/35802939/install-only-available-packages-using-conda-install-yes-file-requirements-t
#

#
#  Install via `conda` directly.
#  This will fail to install all
#  dependencies. If one fails,
#  all dependencies will fail to install.

jim3ma

package main

import (
    "fmt"
    "log"
    "net"
    "net/mail"
    "net/smtp"
    "crypto/tls"
)

eduncan911

#!/bin/bash
#
# GoLang cross-compile snippet for Go 1.6+ based loosely on Dave Chaney's cross-compile script:
# http://dave.cheney.net/2012/09/08/an-introduction-to-cross-compilation-with-go
#
# To use:
#
#   $ cd ~/path-to/my-awesome-project
#   $ go-build-all
#

dmouse

FROM ubuntu:14.04

# Replace 1000 with your user / group id
RUN export uid=1000 gid=1000 && \
    mkdir -p /home/developer && \
    echo "developer:x:${uid}:${gid}:Developer,,,:/home/developer:/bin/bash" >> /etc/passwd && \
    echo "developer:x:${uid}:" >> /etc/group && \
    echo "developer ALL=(ALL) NOPASSWD: ALL" > /etc/sudoers.d/developer && \
    chmod 0440 /etc/sudoers.d/developer && \
    chown ${uid}:${gid} -R /home/developer

rjz

// Now available in package form at https://github.com/rjz/githubhook

package handler

// https://developer.github.com/webhooks/
import (
	"crypto/hmac"
	"crypto/sha1"
	"encoding/hex"
	"errors"

jdforsythe

cmdkey /list | ForEach-Object{if($_ -like "*target=TERMSRV/*"){cmdkey /del:($_ -replace " ","" -replace "Target:","")}}
echo "Connecting to 192.168.1.100"
$Server="192.168.1.100"
$User="Administrator"
$Password="AdminPassword"
cmdkey /generic:TERMSRV/$Server /user:$User /pass:$Password
mstsc /v:$Server

grocky

#!/usr/bin/env bash

IDEA=''
PROJECT_DIR=''

function main() {
  openIdea "$@"
}

function openIdea() {