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.

DoubleGremlin181

Coding Interview — Common LeetCode Patterns Cheat Sheet

All 17 core coding interview patterns. Sorted by commonality × difficulty — most frequent and easiest patterns first, rarest and hardest at the bottom. For each: how to spot it, the core idea, a clean code example, and LeetCode practice problems.

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1. Two Pointers

Frequency: ★★★★★ | Difficulty: Easy

atduskgreg

Interactive Machine Learning

Taught by Brad Knox at the MIT Media Lab in 2014. Course website. Lecture and visiting speaker notes.

• Power to the People: The Role of Humans in Interactive Machine Learning by Knox, Cakmak, Kulesza, Amershi, and Lau
• A Few Useful Things to Know about Machine Learning by Domingos
• Machine Learning that Matters by Wagstaff
• Beyond Concise and Colorful: Learning Intelligible Rules by Pazzani et al.
• [Designing Games with a Purpose] (https://www.cs.cmu.edu/~biglou/GWAP_CACM.pdf) by von Ahn and Dabbish
• [Human Model Evaluation in Interactive Supervised

Talha-Altair

ls - The most frequently used command in Linux to list directories
pwd - Print working directory command in Linux
cd - Linux command to navigate through directories
mkdir - Command used to create directories in Linux
mv - Move or rename files in Linux
cp - Similar usage as mv but for copying files in Linux
rm - Delete files or directories
touch - Create blank/empty files
ln - Create symbolic links (shortcuts) to other files
cat - Display file contents on the terminal

Trulydev50

key = get_Demo_key()
headers = {"accept": "application/json", "x-cg-demo-api-key": key}
base_url = PUB_DEMO_URL
params = {"vs_currency": "usd", "days": "7", "interval": "daily"} #parameters to query upon, BTC daily data for the past 7 days
mc = get_Response("/coins/bitcoin/market_chart", headers=headers, params=params, base_url=base_url )

Trulydev50

# 0) Load key and show last 4 chars so we know it loaded
key = get_Demo_key()
print("Loaded demo key (last 4):", (key or "")[-4:])


headers = {"accept": "application/json", "x-cg-demo-api-key": key}
base_url = PUB_DEMO_URL
# 1) Ping to Authenticate
ping = get_Response("/ping", headers=headers, base_url=base_url)
print("PING:", ping)

veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

shanselman

mkdir c:\github
winget install --id=Git.Git -e --accept-package-agreements --accept-source-agreements
winget install --id=Microsoft.VisualStudioCode -e  
winget install --id=AgileBits.1Password -e
winget install --id=7zip.7zip -e
winget install --id=Twilio.Authy -e
winget install --id=Bethesda.Launcher -e 
winget install --id=Microsoft.Bicep -e  
winget install --id=Microsoft.bitsmanager -e  
winget install --id=BrutalChess.BrutalChess -e  

bigunclemax

Как прошить REFORMAT на Ford Sync 3

English version ➡️

Intro

Данный способ позволяет прошить Sync3 по USB, даже если он был полностью окирпичен 🧱. При этом не требуется припаивать ни картридер, ни какие-либо другие провода. Единственное что нужно, так это разобрать плату и замкнуть два контакта.