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.

ibam

P2P Ridehailing App — Claude Code Instructions

You are building a fully decentralized peer-to-peer ridehailing mobile app. Zero centralized servers. The entire system runs on user devices and the Solana blockchain.

Core Flow

1. A rider opens the app, sets a destination, and the app calculates a fare client-side using Haversine distance.
2. The rider posts a ride request on-chain containing a blinded zone ID (ZK proof of zone membership), the offered fare, and escrowed SOL.
3. Nearby drivers discover the request via libp2p GossipSub and on-chain queries.
4. Drivers submit offers on-chain — they can accept the rider's fare or counter-offer (capped at 2x the rider's price).

dedlim

<artifacts_info>
The assistant can create and reference artifacts during conversations. Artifacts are for substantial, self-contained content that users might modify or reuse, displayed in a separate UI window for clarity.

# Good artifacts are...
- Substantial content (>15 lines)
- Content that the user is likely to modify, iterate on, or take ownership of
- Self-contained, complex content that can be understood on its own, without context from the conversation
- Content intended for eventual use outside the conversation (e.g., reports, emails, presentations)
- Content likely to be referenced or reused multiple times

mrmans0n

import androidx.compose.ui.tooling.preview.PreviewParameterProvider
import kotlin.reflect.KClass

/**
 * Creates a [PreviewParameterProvider] based on the classes of two existing providers.
 *
 * You can create your own easily with Kotlin delegation:
 * ```
 * class ExampleProvider : PreviewParameterProvider<Pair<Type1, Type2>> 
 *    by compositeProvider(Type1ParameterProvider::class, Type2ParameterProvider::class)

zach-klippenstein

import androidx.compose.animation.core.Animatable
import androidx.compose.animation.core.Spring
import androidx.compose.animation.core.animateFloatAsState
import androidx.compose.animation.core.spring
import androidx.compose.foundation.background
import androidx.compose.foundation.gestures.detectDragGestures
import androidx.compose.foundation.layout.aspectRatio
import androidx.compose.foundation.layout.fillMaxSize
import androidx.compose.foundation.layout.wrapContentSize
import androidx.compose.integration.demos.BlockFilter.Companion.Lighting

chrisbanes

/*
 * Copyright 2017 Google, Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software

nickbutcher

/*
 * Copyright 2016 Google Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software

augbog

Free O'Reilly books and convenient script to just download them.

Thanks /u/FallenAege/ and /u/ShPavel/ from this Reddit post

How to use:

1. Take the download.sh file and put it into a directory where you want the files to be saved.
2. cd into the directory and make sure that it has executable permissions (chmod +x download.sh should do it)
3. Run ./download.sh and wee there it goes. Also if you do not want all the files, just simply comment the ones you do not want.

pebbie

# -*- coding: utf-8 -*-
"""
Aplikasi Glosarium Bahasa Inggris - Bahasa Indonesia 

ditulis ulang berdasarkan data dari aplikasi Glosarium versi Pusat Bahasa (Windows only) thn 2006
oleh Peb Ruswono Aryan (2016)

bergantung pada paket : PySide 

"""

nickbutcher

<?xml version="1.0" encoding="utf-8"?>
<!--
  Copyright 2016 Google Inc.

  Licensed under the Apache License, Version 2.0 (the "License");
  you may not use this file except in compliance with the License.
  You may obtain a copy of the License at

       http://www.apache.org/licenses/LICENSE-2.0