Yulong Ming myl7

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.

Benchmark of OpenSSL AES for RISC-V 64

setup

This is evaluated against a rocket core with Zb/Zk support (note: current impl only needs 1 cycle for aes64esm, with considerable hardware cost) with this config running in 100MHz on an xc7k325tffg900-2 FPGA board.

We have the following implementations of AES

pure C version
rv64i asm from #17640

Installing Windows and Linux into the same partition

But WHY?

There was a reddit post about installing Arch on NTFS3 partition. Since Windows and Linux doesn't have directories with same names under the /(C:\), I thought it's possible, and turned out it was actually possible.
If you are not familiar to Linux, for example you've searched on Google "how to dualboot Linux and Windos" or brbrbr... you mustn't try this. This is not practical.

Pre-requirements

UEFI system
Any Linux live-boot CD/DVD/USB... with Linux kernel newer than 5.15
Windows installer USB

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:

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.
If the package is used in an async context, you could use await import(…) from CommonJS instead of require(…).
Stay on the existing version of the package until you can move to ESM.

Retrieving Auth Token

Run the command:
```
python pixiv_auth.py login
```
This will open the browser with Pixiv login page.

The following error message may be encountered when building CUDA code with CMake:

error LNK2019: unresolved external symbol __cudaRegisterLinkedBinary

It is caused by generated glue code not being linked in. The glue code is generated into files named with the project and a suffix:

myprojectname.device-link.obj

Ensure CUDA is enabled as a language for the project:

	"""
	The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
	This file is the complete algorithm.
	Everything else is just efficiency.

	@karpathy
	"""

	import os # os.path.exists
	import math # math.log, math.exp

	#! Aaaaaaaaaaa this is JS!!!
	// https://github.com/tc39/proposal-hashbang
	// This file is mixing all new syntaxes in the proposal in one file without considering syntax conflict or correct runtime semantics
	// Enjoy!!!
	// Created at Nov 23, 2018

	for await(const x of (new A // https://github.com/tc39/proposal-pipeline-operator
	\|> do { // https://github.com/tc39/proposal-do-expressions
	case(?) { // https://github.com/tc39/proposal-pattern-matching
	when {val}: class {

	#!/bin/bash
	# DLsite Product Downloader
	source .session > /dev/null 2>&1

	function sessionchk() {
	result=`curl -L -sS "https://ssl.dlsite.com/maniax/mypage" -H 'authority: www.dlsite.com' -H "cookie: AuthCookie="$AuthCookie"; __DLsite_SID="$DSID";" --compressed \| grep -oP '(?<=<title>)(.+)(?=</title)'`
	if [[ $result == "新規登録 - 新規登録" ]] ; then
	echo :-: 認証エラー :-:
	return 1
	else