Farbod Samsamipour farbod-s

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.

I previously write a gist about how to set up v2ray + openvpn to unblock gfw and netflix

Refers to that gist for more detail.

In short, this a solution to proxy your network to bypass Firewall with stable connections, and also unblock Proxy detection for Netflix/Spotify/etc....

In my use case from China network:

Here is a list of resources that I have read either fully, or at least to an extent with which I am comfortable with endorsing them.

I've used these resources in different ways:

Direct application: Some bits and pieces of advice can be applied very directly.
Reflection: For organizational things, sometimes I would try to write down how I felt my work environment mirrored, and how it differed from the situation described in some work. Writing things down is a useful forcing function to think clearly.
1:1 discussions with my manager: We'd take the first 15-20 minutes of

Architecture

Offline Sync and Cache

If you're using wireguard please refer to v2ray+wireguard to bypass GFW and netflix/spotify/hulu

Two things need to be paid

vps(such as bandwagonhost)
- If you are using China Telecom, a CN2 network is required, or you may get stuck when streaming video
- For bandwagonhost, you need to login, click Client Area -> Services -> Order New Services to get CN2 server
vpn vendor to unblock netflix(a openvpn connection that can unblock netflix)

Solving a Rubik's Cube (Beginner)

Steps taken from: How to Solve a Rubik's Cube | WIRED

Make the daisy
Create the white cross
Solve the first layer
Solve the second layer
Create the yellow cross:

F U R U' R' F'

	/* Copyright 2019 The Android Open Source Project
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* https://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software
	* distributed under the License is distributed on an "AS IS" BASIS,

	// Inspired by http://akarnokd.blogspot.ru/2017/09/rxjava-vs-kotlin-coroutines-quick-look.html
	// Requires Kotlin 1.2.30 or later
	// Uses kotlinx.coroutines library

	import kotlinx.coroutines.experimental.*
	import kotlin.system.*

	suspend fun f1(i: Int): Int {
	println("f1 attempt $i")
	delay(if (i != 3) 2000 else 200)

	package com.google.firebase.udacity.friendlychat

	import com.google.firebase.database.ChildEventListener
	import com.google.firebase.database.DataSnapshot
	import com.google.firebase.database.DatabaseError

	class _ChildEventListener(
	private val _onCancelled: (DatabaseError) -> Unit,
	private val _onChildMoved: (DataSnapshot, String?) -> Unit,
	private val _onChildChanged: (DataSnapshot, String?) -> Unit,