Gangadhar gangadharjannu

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.

gitls

git ls-files --sparse --full-name -z | 
  xargs -0 -I FILE -P 20 git log --date=iso-strict-local --format='%ad %>(14) %cr %<(5) %an  %h ./FILE' -- FILE | 
  sort --general-numeric-sort

This lists the files and hashes for each git commit and file:

2021-12-05T13:32:32-06:00  1 year, 11 months ago  Jacob Chapman  cc91fa0 ./.gitattributes

2021-12-05T13:32:32-06:00 1 year, 11 months ago Jacob Chapman cc91fa0 ./.gitignore

PostgreSQL is Enough

See the new site: https://postgresisenough.dev

Generate private key

openssl genrsa -out privatekey.pem 1024
Generating RSA private key, 1024 bit long modulus (2 primes)
......................+++++
....................+++++
e is 65537 (0x010001)

Install Termux, an Android terminal emulator that provides a Linux execution environment and various tools.
Update system packages in Termux:
```
$ pkg update -y
```

	import {
	ActivityIndicator,
	Button,
	ScrollView,
	Text,
	View,
	} from "react-native";
	import * as AuthSession from "expo-auth-session";
	import * as WebBrowser from "expo-web-browser";
	import { useEffect, useState } from "react";

	const os = require('os');
	const fs = require('fs');
	const versions = require('./versions.json');

	function updatePart(dependencies) {
	Object.keys(dependencies).forEach(dep => {
	if (versions[dep]) {
	dependencies[dep] = versions[dep];
	}
	})

	# https://www.zeolearn.com/magazine/setting-caching-headers-for-a-spa-in-nginx-cache

	server {
	listen 80;
	server_name localhost;
	root /usr/share/nginx/html;

	# X-Frame-Options is to prevent from clickJacking attack
	add_header X-Frame-Options SAMEORIGIN;

	import { Platform } from '@angular/cdk/platform';
	import { Injectable } from '@angular/core';
	import { MemoryStorage } from './memory-storage';

	@Injectable({
	providedIn: 'root',
	})
	export class LocalStorage implements Storage {
	private readonly storage: Storage;