Mohamed I. sangimed

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.

Moved to https://api.fmhy.net

There is no need to install Java or Graphviz on your Windows 10 Desktop. These are contained neatly within a Docker Container.

Prerequisites

Windows 10
WSL2 (Ubuntu) - optional
VSCode
Docker Desktop

Setup

➜ uname -r
# get installed kernel version

➜ pacman -S linux-headers
# select kernel version

Directories on host machine:

/data/certbot/letsencrypt
/data/certbot/www
Nginx server in docker container

docker run -d --name nginx \

DOCKER CHEAT SHEET

Run an Image

docker run image_name

To run a specific version use a tag. By default tag is 'latest'

docker run image_name:version

Setting a default quality in Plex Media Player desktop

The Plex Media Player desktop application's default quality setting is in different places depending on the interface you're using. The Plex Web UI is used as a point-and-click interface, whereas the Plex Media Player TV UI is used as a remote-friendly interface.

Plex Web UI	Plex Media Player TV UI

	import { Test, TestingModule } from '@nestjs/testing'
	import { INestApplication, LoggerService } from '@nestjs/common'
	import * as request from 'supertest'
	import { AppModule } from './../src/app.module'

	class TestLogger implements LoggerService {
	log(message: string) {}
	error(message: string, trace: string) {}
	warn(message: string) {}
	debug(message: string) {}

	import { ValidationArguments, ValidatorConstraintInterface } from 'class-validator';
	import { Connection, EntitySchema, FindConditions, ObjectType } from 'typeorm';

	interface UniqueValidationArguments<E> extends ValidationArguments {
	constraints: [
	ObjectType<E> \| EntitySchema<E> \| string,
	((validationArguments: ValidationArguments) => FindConditions<E>) \| keyof E,
	];
	}

	<IfModule mod_rewrite.c>
	RewriteEngine On
	RewriteBase /
	RewriteRule ^index\.html$ - [L]
	RewriteCond %{REQUEST_FILENAME} !-f
	RewriteCond %{REQUEST_FILENAME} !-d
	RewriteRule . /index.html [L]
	</IfModule>

	https://router.vuejs.org/guide/essentials/history-mode.html#example-server-configurations