Skip to content

Instantly share code, notes, and snippets.

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.

@schorschii
schorschii / HPUnlocker.py
Last active November 11, 2026 02:05
HP Unlocker: Remove admin passwords from HP UEFI/BIOS images. Need help? Contact me for professional BIOS repair services in Germany: https://georg-sieber.de/blog-bios
#!/usr/bin/python3
# Python 3.7.0 (v3.7.0:1bf9cc5093, Jun 27 2018, 04:59:51) [MSC v.1914 64 bit (AMD64)]
import mmap, shutil, sys
if len(sys.argv) != 2:
print('Please provide a HP BIOS image .bin file as first parameter!')
sys.exit(1)
path = sys.argv[1]
@aravindnc
aravindnc / Activate_Windows_8_8.1_10_and_11_Pro_for_Free.md
Last active November 11, 2026 01:57
Activate Windows 8, 8.1, 10 and 11 Pro for Free

Activate Windows 8, 8.1, 10 and 11 Pro for Free

A guide how to get and activate Windows 8, 8.1, 10 and 11 Pro for free!

NOTE

If you see the Windows keyboard button in this guide; and you can't find it on your keyboard, you likely have/had Windows 10 which has the button . If you can't find that one, you likely have a PC that has been upgraded to Windows 8/8.1/10/11 from Windows 8.1/8/7/Vista/XP and other ones. If you have one of those, refer the Windows key button to as yours. A list of them is below:

Windows key buttons

- Windows 11

- Windows 10

@son0629
son0629 / Verse.digest.verse
Created November 24, 2023 06:34
Verse.digest.verse V27.11
# Copyright Epic Games, Inc. All Rights Reserved.
#################################################
# Generated Digest of Verse API
# DO NOT modify this manually!
# Generated from build: ++Fortnite+Release-27.11-CL-29739262
#################################################
# Module import path: /Verse.org/Simulation
Simulation<public> := module:
agent<native><public> := class<unique><epic_internal>:
@johnidm
johnidm / readme.md
Last active November 11, 2026 01:19
Retrieve credentials stored in DBeaver

How to recover DB credentials settings stored in DBeaver

If you forgot your password, which is my case, or need to migrate database connection settings from another DBeaver installation, these steps may help.

  • Step 1: Open DBeaver Press: File > Export > DBeaver > Project.
  • Step 2: Change the name of the export file to .zip, and unzip.
  • Step 3: Copy \projects\General\.dbeaver\credentials-config.json and \projects\General\.dbeaver\data-sources.json to the root folder or any other folder you prefer.
  • Step 4: Run the command openssl aes-128-cbc -d -K babb4a9f774ab853c96c2d653dfe544a -iv 00000000000000000000000000000000 -in "credentials-config.json"

Done, it will output to the terminal as default, if you want to save in a file add &gt; chosen_filename.json to the stp 4 command.

@byteab
byteab / hand-drawn-character-creator.html
Created August 17, 2026 15:28
Seeded procedural animated hand drawn like characters, Canvas2D brush strokes on a Three.js rig.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Who are you?</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Patrick+Hand&display=swap" rel="stylesheet">
@markasoftware
markasoftware / enterprise_token.rb
Last active November 11, 2026 01:10
OpenProject Enterprise mode for free
############ If you are using DOCKER all-in-one image, create Dockerfile like: ################
############ FROM openproject/openproject:16 ################
############ COPY ./enterprise_token.rb app/models/enterprise_token.rb ################
############ If you are runing a manual installation: ################
############ REPLACE app/models/enterprise_token.rb in the source code with this file! ################
############ also be sure to RESTART OpenProject after replacing the file. ################
############ If using some other set up (eg docker-compose), read the comments on ################
############ https://gist.github.com/markasoftware/f5b2e55a2c2e3abb1f9eefcdf0bfff45 ################