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.

@khalidx
khalidx / node-typescript-esm.md
Last active May 2, 2026 04:25
A Node + TypeScript + ts-node + ESM experience that works.

The experience of using Node.JS with TypeScript, ts-node, and ESM is horrible.

There are countless guides of how to integrate them, but none of them seem to work.

Here's what worked for me.

Just add the following files and run npm run dev. You'll be good to go!

package.json

@gaearon
gaearon / 00-README-NEXT-SPA.md
Last active January 29, 2026 09:20
Next.js SPA example with dynamic client-only routing and static hosting

Next.js client-only SPA example

Made this example to show how to use Next.js router for a 100% SPA (no JS server) app.

You use Next.js router like normally, but don't define getStaticProps and such. Instead you do client-only fetching with swr, react-query, or similar methods.

You can generate HTML fallback for the page if there's something meaningful to show before you "know" the params. (Remember, HTML is static, so it can't respond to dynamic query. But it can be different per route.)

Don't like Next? Here's how to do the same in Gatsby.

@DavidWells
DavidWells / github-proxy-client.js
Last active March 3, 2025 17:47
Full Github REST api in 34 lines of code
/* Ultra lightweight Github REST Client */
// original inspiration via https://gist.github.com/v1vendi/75d5e5dad7a2d1ef3fcb48234e4528cb
const token = 'github-token-here'
const githubClient = generateAPI('https://api.github.com', {
headers: {
'User-Agent': 'xyz',
'Authorization': `bearer ${token}`
}
})
@bmegli
bmegli / CMake_3_20_Ubuntu_18_04.md
Last active June 11, 2025 01:16
CMake 3.20 in Ubuntu 18.04 (reversible way)

Motivatation

  • modern CMake is required for building a lot of new software
  • CMake is dependency for many packages (e.g. ROS related)
  • we don't want to remove CMake (which would remove packages that depend on it)
  • we want safe procedure to update CMake that can be reversed easily

Current version in OS

Check current version

@sindresorhus
sindresorhus / esm-package.md
Last active June 30, 2026 15:30
Pure ESM package

Pure ESM package

The package that linked you here is now pure ESM. It cannot be require()'d from CommonJS.

This means you have the following choices:

  1. Use ESM yourself. (preferred)
    Use import foo from 'foo' instead of const foo = require('foo') to import the package. You also need to put "type": "module" in your package.json and more. Follow the below guide.
  2. If the package is used in an async context, you could use await import(…) from CommonJS instead of require(…).
  3. Stay on the existing version of the package until you can move to ESM.
@hugdru
hugdru / mongoose+5.10.19.patch
Created February 12, 2021 10:40
mongoose patch workaround for esbuild and parcel - created and applied automatically by patch-package
diff --git a/node_modules/mongoose/lib/index.js b/node_modules/mongoose/lib/index.js
index 80a8ca5..cc3d2b4 100644
--- a/node_modules/mongoose/lib/index.js
+++ b/node_modules/mongoose/lib/index.js
@@ -4,16 +4,7 @@
* Module dependencies.
*/
-if (global.MONGOOSE_DRIVER_PATH) {
- const deprecationWarning = 'The `MONGOOSE_DRIVER_PATH` global property is ' +
@jeb5
jeb5 / Youtube Subs to OPML.js
Last active January 26, 2026 09:52
Youtube Subscriptions to RSS/OPML
const channels = [...document.querySelectorAll("#main-link.channel-link")].map(e => {
const [, a, b] = e.href.match("/((?:user)|(?:channel))/(.*)$");
const feed = "https://www.youtube.com/feeds/videos.xml?" + (a === "user" ? "user=" : "channel_id=") + b;
const channelName = e.querySelector("yt-formatted-string.ytd-channel-name").innerText;
return [feed, channelName];
});
if (channels.length == 0) {
alert("Couldn't find any subscriptions");
} else {
console.log(channels.map(([feed, _]) => feed).join("\n"));
@prologic
prologic / LearnGoIn5mins.md
Last active March 23, 2026 03:33
Learn Go in ~5mins
@Arty2
Arty2 / fixedsearch.js
Last active June 23, 2024 15:45 — forked from cmod/hugofastsearch.md
Super fast, client side search for Hugo.io with Fusejs.io
// static/scripts/fixedsearch/fixedsearch.js
/*--------------------------------------------------------------
fixedsearch — Super fast, client side search for Hugo.io with Fusejs.io
based on https://gist.github.com/cmod/5410eae147e4318164258742dd053993
--------------------------------------------------------------*/
if (typeof variable !== 'undefined') {
console.log('fixedsearch.js already loaded');
} else {
fixedsearch = function(){