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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.

@ststeiger
ststeiger / RSAKeys.cs
Created October 25, 2018 11:29 — forked from therightstuff/RSAKeys.cs
Import and export RSA Keys between C# and PEM format using BouncyCastle
using Org.BouncyCastle.Crypto;
using Org.BouncyCastle.Crypto.Parameters;
using Org.BouncyCastle.OpenSsl;
using Org.BouncyCastle.Security;
using System;
using System.IO;
using System.Security.Cryptography;
namespace MyProject.Data.Encryption
{
@gboudreau
gboudreau / AuthyToOtherAuthenticator.md
Last active June 2, 2026 02:25 — forked from Ingramz/AuthyToOtherAuthenticator.md
Export TOTP tokens from Authy

Exporting your 2FA tokens from Authy to transfer them into another 2FA application

IMPORTANT - Update regarding deprecation of Authy desktop apps

Past August 2024, Authy stopped supported the desktop version of their apps:
See Authy is shutting down its desktop app | The 2FA app Authy will only be available on Android and iOS starting in August for details.

And indeed, after a while, Authy changed something in their backend which now prevents the old desktop app from logging in. If you are already logged in, then you are in luck, and you can follow the instructions below to export your tokens.

If you are not logged in anymore, but can find a backup of the necessary files, then restore those files, and re-install Authy 2.2.3 following the instructions below, and it should work as expected.

@NickCraver
NickCraver / DmpAnalysis.linq
Last active May 1, 2024 21:09
DMP Analysis in LinqPad
<Query Kind="Program">
<NuGetReference Prerelease="true">Microsoft.Diagnostics.Runtime</NuGetReference>
<Namespace>Microsoft.Diagnostics.Runtime</Namespace>
<Namespace>System</Namespace>
<Namespace>System.IO</Namespace>
<Namespace>System.Linq</Namespace>
<Namespace>System.Text</Namespace>
<Namespace>Microsoft.Diagnostics.Runtime.Utilities</Namespace>
</Query>
@DanDiplo
DanDiplo / JS-LINQ.js
Last active April 23, 2026 12:20
JavaScript equivalents of some common C# LINQ methods. To help me remember!
// JS array equivalents to C# LINQ methods - by Dan B.
// First: This version using older JavaScript notation for universal browser support (scroll down for ES6 version):
// Here's a simple array of "person" objects
var people = [
{ name: "John", age: 20 },
{ name: "Mary", age: 35 },
{ name: "Arthur", age: 78 },
{ name: "Mike", age: 27 },
@yurifedoseev
yurifedoseev / sites.cleanup
Last active November 20, 2018 09:20
Delete all sites from IIS express configuration
appcmd.exe list site /xml | appcmd delete site /in
@paulallies
paulallies / gist:0052fab554b14bbfa3ef
Last active March 31, 2026 18:26
Remove node_modules from git repo
#add 'node_modules' to .gitignore file
git rm -r --cached node_modules
git commit -m 'Remove the now ignored directory node_modules'
git push origin <branch-name>
@rarous
rarous / gist:3529050
Created August 30, 2012 13:56
Generate MetaProj file from solution
$env:MSBuildEmitSolution=1
msbuild FooBar.sln /t:ValidateSolutionConfiguration
$env:MSBuildEmitSolution=0