Anurag shenoy-anurag

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 was a proper pain... Turns out there's a whole host of issues with the rtl8188eus driver.

Steps to fix (on Debian / RaspberryPi OS).

1. Install build tools

sudo apt install -y \
  build-essential \
 git \

Plotting

Last Update: May 13, 2019
Offline Version

FWIW: I'm not the author of the content presented here (which is an outline from Edmond Lau's book). I've just copy-pasted it from somewhere over the Internet, but I cannot remember what exactly the original source is. I was also not able to find the author's name, so I cannot give him/her the proper credits.

Effective Engineer - Notes

By Edmond Lau
Highly Recommended 👍
http://www.theeffectiveengineer.com/

	def find(key, dictionary):
	for k, v in dictionary.iteritems():
	if k == key:
	yield v
	elif isinstance(v, dict):
	for result in find(key, v):
	yield result
	elif isinstance(v, list):
	for d in v:
	for result in find(key, d):

	/******************************************************************************
	* MSP430G2553 ACLK Test
	*
	* Description: This code can be used to test if you have installed the
	* 32.768kHz crystal on your LaunchPad correctly. Using this code
	* LED1 (on P1.0) will turn on for 1 second, and off for one
	* second. You can verify this with either an oscilloscope, logic
	* analyzer, or by inspection. Simple as that!
	*
	* This code was originally created for "NJC's MSP430