hanchang

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.

hanchang

// BENCH

const NEW_TEMPLATE_INPUT: &str = r#"{"e":"depthUpdate","E":1571889248277,"T":1571889248276,"s":"BTCUSDT","U":390497796,"u":390497878,"pu":390497794,"b":[["7403.89","0.002"],["7403.90","3.906"],["7404.00","1.428"],["7404.85","5.239"],["7405.43","2.562"]],"a":[["7405.96","3.340"],["7406.63","4.525"],["7407.08","2.475"],["7407.15","4.800"],["7407.20","0.175"]]}"#;

fn criterion_benchmark(c: &mut Criterion) {
    c.bench_function("Deserialize using serde", |b| {
        b.iter(|| {
            let _: BBO =
                serde_json::from_str(NEW_TEMPLATE_INPUT).expect("Failed to deserialize JSON");
        })

hanchang

// MIT licensed.

use std::net::TcpStream;
use std::io::{Read, Write};
use std::sync::mpsc::channel;
use std::thread;

fn main() {
    let mut stream = TcpStream::connect("127.0.0.1:7496").expect("connect");
    stream.set_nodelay(true).expect("nodelay"); // Because we're wannabe HFT traders.

hanchang

The not-too-clever programmer

This is a translation of grugbrain.dev into clear English. All props to the original author.

Introduction

This is a collection of thoughts on software development, originally written by an pseudonymous author styling themselves the "grug brain developer," but then translated into clear English by Raph Levien.

I am not an extremely smart developer, but I have many years of experience and have learned some things, although still don't know everything.

hanchang

# The code for my article with the same name. You can find it at the URL below:
# https://www.mvanga.com/blog/basic-music-theory-in-200-lines-of-python

# MIT License
# 
# Copyright (c) 2021 Manohar Vanga
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights

hanchang

How to insert your signature in a PDF file by using PDFtk

Your signature in all the sheets

1. convert the signature image to PDF file

convert firma.png firma.pdf

hanchang

/*
 * Serverless Geolocation Service, hosted on Cloudflare Workers.
 *
 * Learn more at https://maxkostinevich.com/blog/serverless-geolocation
 *
 * (c) Max Kostinevich / https://maxkostinevich.com
 */


// https://gist.github.com/maephisto/9228207

hanchang

remote: -----> SystemFonts app detected
remote: -----> Extracting fonts to /tmp/build_948df2f102ae1f666593d4fdfb9858bf/.fonts
remote:        ./fonts/
remote:        ./fonts/Arial Bold.ttf
remote:        ./fonts/Arial.ttf
remote:        ./fonts/Arial Bold Italic.ttf
remote:        ./fonts/Arial Italic.ttf
remote: /usr/share/fonts: caching, new cache contents: 0 fonts, 4 dirs
remote: /usr/share/fonts/cMap: caching, new cache contents: 0 fonts, 0 dirs
remote: /usr/share/fonts/cmap: caching, new cache contents: 0 fonts, 5 dirs

hanchang

The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

In General

Values

• "Build tools for others that you want to be built for you." - Kenneth Reitz
• "Simplicity is alway better than functionality." - Pieter Hintjens

hanchang