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.

greenstevester

April 2026 TLDR setup for Ollama + Gemma 4 on a Mac mini (Apple Silicon) — auto-start, preload, and keep-alive

April 2026 TLDR Setup for Ollama + Gemma 4 on a Mac mini (Apple Silicon)

Prerequisites

• Mac mini with Apple Silicon (M1/M2/M3/M4/M5)
• At least 16GB unified memory for Gemma 4 (default 8B)
• macOS with Homebrew installed

btm

Easy one line Chef installation for all platforms (except windows)

curl https://www.opscode.com/chef/install.sh | sudo bash

That's it. This can be put in any instructions, such as a README or someone's blog, since the logic is in the shell script. Provided you download the script using https, the file has standard levels of authentication and encryption protecting it from manipulation.

This is obviously a shell script, if you're really concerned about the argument that it may contain nefarious activities within, you can easily review it before you run it.

qoomon

Conventional Commit Messages

See how a minor change to your commit message style can make a difference.

git commit -m"<type>(<optional scope>): <description>" \
  -m"<optional body>" \
  -m"<optional footer>"

nailuoGG

import requests
from bs4 import BeautifulSoup
import csv

def fetch_and_convert(url):
    # Fetch the web page content
    response = requests.get(url)
    if response.status_code != 200:
        return "Failed to retrieve the webpage."

josefnpat

This information applies to the PICO-8 0.1.6 release.

This document is here to help folks with a proficiency in Lua understand the limitations and discrepencies between Lua and PICO-8's Lua.

You can always view the manual or yellowafterlife's extended 0.1.1 manual.

General

• anything written in uppercase the PICO-8 editor or .p8 is made lowercase by the editor. → editing the .p8 file directly can work
• print(function() end) outputs the string function instead of the string function: 0x0000000.

tonyxu-io

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
	<key>ANSIBlueColor</key>
	<data>
	YnBsaXN0MDDUAQIDBAUGBwpYJHZlcnNpb25ZJGFyY2hpdmVyVCR0b3BYJG9iamVjdHMS
	AAGGoF8QD05TS2V5ZWRBcmNoaXZlctEICVRyb290gAGjCwwTVSRudWxs0w0ODxARElVO
	U1JHQlxOU0NvbG9yU3BhY2VWJGNsYXNzTxAmMC43NDExNzY0ODYgMC41NzY0NzA2MTM1
	IDAuOTc2NDcwNTg5NgAQAYAC0hQVFhdaJGNsYXNzbmFtZVgkY2xhc3Nlc1dOU0NvbG9y

123159753

Изучения английского

Общяя информация:

Мотивация

Навыки языка

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