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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.

@digitalchild
digitalchild / functions.php
Created November 9, 2021 06:43
Add inventory fields to product-simple.php template for WC Vendors Pro
add_action( 'wcv_after_product_simple_after', 'wcv_add_inventory_fields' );
function wcv_add_inventory_fields( $object_id ){
?>
<!-- Inventory -->
<div class="wcv-product-inventory inventory_product_data tabs-content" id="inventory">
<?php WCVendors_Pro_Product_Form::manage_stock( $object_id ); ?>
<?php do_action( 'wcv_product_options_stock', $object_id ); ?>
@asachs01
asachs01 / graylog_metrics.json
Created October 31, 2021 02:18
Graylog Grafana Dashboard
{
"__inputs": [
{
"name": "DS_PROMETHEUS",
"label": "Prometheus",
"description": "",
"type": "datasource",
"pluginId": "prometheus",
"pluginName": "Prometheus"
}
@dirkjanm
dirkjanm / ntsecdesctest.py
Created April 13, 2018 10:08
Test Security Descriptor encoding/decoding in impacket
#!/usr/bin/env python
####################
#
# Copyright (c) 2018 Dirk-jan Mollema - Fox-IT
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
"""
Chart arbitrage of a currency between different exchanges
"""
import pandas as pd
import sys
import matplotlib.pyplot as plt
from time import sleep
import datetime
import ccxt
foreman-rake console
> Katello::Product.select{|p| p.productContent.nil? rescue true}.count
3
> Katello::Product.select{|p| p.productContent.nil? rescue true}.map(&:name)
Look at list of products
@troyfontaine
troyfontaine / readme.md
Last active July 17, 2025 02:01
Resize root partition (or how to remove the default /home partition) on CentOS 7 online

Resize root partition (or how to remove the default /home partition) on CentOS 7 online

This process requires that you are able to ssh OR log in locally using the root user account and that no services be running as users out of /home on the target machine.

The examples are from a default installation with no customization-you NEED to know what you're working with for volumes/partitions to not horribly break things.

By default, CentOS 7 uses XFS for the file system and Logical Volume Manager (LVM), creating 3 partitions: /,/home and swap.

NOTE: If you want to be sure that nothing is writing to /home you can either modify the host to boot into single-user mode OR try to use the systemctl isolate runlevel1.target command to switch (not tested! should work).

input {
file {
path => "/var/log/nginx/access.log"
type => "nginx-access"
sincedb_path => "/var/log/.nginxaccesssincedb"
}
}
input {
file {
path => "/var/log/nginx/error.log"
@mesimeris
mesimeris / grok-patterns
Last active April 16, 2021 22:10
LOGSTASH: syslog listener filtering with grok patterns and applying useful tags
# NOTE: These patterns take into account the additional log-line information passed to the logstash listener from rsyslog. YMMV.
DHCPD ((%{SYSLOGTIMESTAMP:timestamp})\s*(%{HOSTNAME:hostname})\s*dhcpd\S+\s*(%{WORD:dhcp_action})?.*[for|on] (%{IPV4:dhcp_client_ip})?.*[from|to] (%{COMMONMAC:dhcp_client_mac})?.*via (%{USERNAME:interface}))
IPTABLES ((%{SYSLOGTIMESTAMP:nf_timestamp})\s*(%{HOSTNAME:nf_host})\s*kernel\S+\s*(%{WORD:nf_action})?.*IN=(%{USERNAME:nf_in_interface})?.*OUT=(%{USERNAME:nf_out_interface})?.*MAC=(%{COMMONMAC:nf_dst_mac}):(%{COMMONMAC:nf_src_mac})?.*SRC=(%{IPV4:nf_src_ip}).*DST=(%{IPV4:nf_dst_ip}).*PROTO=(%{WORD:nf_protocol}).?*SPT=(%{INT:nf_src_port}?.*DPT=%{INT:nf_dst_port}?.*))
DNS ((%{MONTHDAY:day})-(%{MONTH:month})-(%{YEAR:year}) (%{TIME:timestamp}) client (%{IPV4:dns_client_ip})#(%{NONNEGINT:dns_uuid})?.*query: (%{HOSTNAME:dns_dest}) (%{WORD:dns_type}) (%{WORD:dns_record})?.*(%{IPV4:dns_server}))
PGSQL ((%{SYSLOGTIMESTAMP:pgsql_timestamp}) (%{HOSTNAME:pgsql_hostname})?.*SAST >(%{WORD:pgs
@paperclip
paperclip / autodeploy.sh
Last active August 21, 2025 15:41
Talpa autodeploy script
#!/bin/bash
set -o pipefail
[[ -n "$WORKING_DIR" ]] || WORKING_DIR="$1"
[[ -n "$WORKING_DIR" ]] || WORKING_DIR=$(pwd)
function failure()
{
echo "$@"