Ganbin Ganbin

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.

This page has moved to https://xch.farm/plotting/

Git worktrees cheatsheet

Create new worktree from existing branch

git worktree add <WORKTREE-PATH> <BRANCH>

Create new branch and its worktree

How to setup GPG for signing commits with Git, SourceTree, and GitHub on Mac

Install GPG tools

Install GPG tools and setup pin entry by running:

brew install gnupg pinentry-mac
mkdir -m 700 -p ~/.gnupg
echo "pinentry-program /usr/local/bin/pinentry-mac" >> ~/.gnupg/gpg-agent.conf
killall gpg-agent

To limit a CPU to a certain C-state, you can pass the processor.max_cstate=X option in the kernel line of /boot/grub/grub.conf.

Here we limit the system to only C-State 1:

    kernel /vmlinuz-2.6.18-371.1.2.el5 ... processor.max_cstate=1

On some systems, the kernel can override the BIOS setting, and the parameter intel_idle.max_cstate=0 may be required to ensure sleep states are not entered:

	// src/routes/search/useDebouncedSearchParam.ts
	import { useEffect, useMemo, useRef, useState } from 'react'
	import { useDebouncedValue } from '@tanstack/react-pacer' // React adapter re-exports
	// Alternative import also works in examples: '@tanstack/react-pacer/debouncer'.
	// See Pacer React adapter docs. :contentReference[oaicite:5]{index=5}

	type RouteSearchFrom<RouteApi> = RouteApi extends { types: { fullSearchSchema: infer TSchema } }
	? TSchema extends Record<string, unknown>
	? TSchema
	: Record<string, unknown>

	export default function SessionsList() {
	const sessionsQuery = useSessionsListQuery();

	return (
	<PageLayout title="My sessions">
	{matchQueryStatus(sessionsQuery, {
	Loading: (
	<>
	<Skeleton height={70} mt={6} />
	<Skeleton height={70} mt={6} />

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8" />
	<meta name="viewport" content="width=device-width, initial-scale=1.0" />
	<title>Chia WalletConnect Demo</title>
	</head>
	<body>
	<div>
	<button id="connect-button">Connect Wallet</button>

	# open the boot parameters file for the linux kernal
	sudo nano /etc/default/grub

	# we will be editing the 'GRUB_CMDLINE_LINUX_DEFAULT' key
	#set it to
	GRUB_CMDLINE_LINUX_DEFAULT="quiet splash processor.max_cstate=1 rcu_nocbs=0-11"

	# test for a while and then set it to 5 if all is well
	GRUB_CMDLINE_LINUX_DEFAULT="quiet splash processor.max_cstate=5 rcu_nocbs=0-11"

	import requests # dependency

	url = "<your url>" # webhook url, from here: https://i.imgur.com/f9XnAew.png

	# for all params, see https://discordapp.com/developers/docs/resources/webhook#execute-webhook
	data = {
	"content" : "message content",
	"username" : "custom username"
	}