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@skygunner
skygunner / llm-wiki.md
Created July 14, 2026 16:41 — forked from karpathy/llm-wiki.md
llm-wiki

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.

class RedisSessionStore(SessionStore):
def __init__(self, expire = 1800, key_prefix=''):
SessionStore.__init__(self)
self.redis = redis.Redis(tools.config.get('redis_host', 'localhost'),
int(tools.config.get('redis_port', 6379)),
int(tools.config.get('redis_dbindex', 1)),
password=tools.config.get('redis_pass', None))
self.path = session_path()
self.expire = expire
self.key_prefix = key_prefix
[add_eventon_el cal_id="10" el_title="UPCOMING PERFORMANCES - 2016" pec="ft" number_of_months="4" fixed_year="2016" show_year="yes"]
[add_eventon_el cal_id="9" el_title="UPCOMING PERFORMANCES - 2017" pec="ft" fixed_date="01" fixed_month="01" fixed_year="2017" number_of_months="12" event_count="90" event_order="ASC"]
[add_eventon_el cal_id="8" el_title="Past Performances - 2016" pec="ft" fixed_date="01" fixed_month="01" fixed_year="2016" number_of_months="8" event_count="90" event_order="DESC"]
[add_eventon_el cal_id="7" el_title="Past Performances - 2015" pec="ft" fixed_date="01" fixed_month="01" fixed_year="2015" number_of_months="12" event_count="90" event_order="DESC" ]
[add_eventon_el cal_id="6" el_title="Past Performances - 2014" pec="ft" fixed_date="01" fixed_month="01" fixed_year="2014" number_of_months="12" event_count="80" event_order="DESC" ]
[add_eventon_el cal_id="5" el_title="Past Performances - 2013" pec="ft" fixed_date="01" fixed_month="01" fixed_year="2013" number_of_months="12" event_count="7
@skygunner
skygunner / windows.conf
Last active July 11, 2016 13:53 — forked from anonymous/windows.conf
windows 10 doesn't have network status/properties after upgrade from 7/8 (has WIFI and showing AP, but can't connet ), no WIFI, no network, no internet
My thinkpad has this problem. So
Step 1:
check if wlan auto config service is running and set to auto;
Step 2:
delete all vpn client software
delete all vpn adapter and its drivers
reboot
Step 3:
@skygunner
skygunner / remote-image-cache.php
Created July 5, 2016 21:43
Cache remote image using PHP
<?php
function cache_image($image_url){
//replace with your cache directory
$image_path = 'path/to/cache/dir/';
//get the name of the file
$exploded_image_url = explode("/",$image_url);
$image_filename = end($exploded_image_url);
$exploded_image_filename = explode(".",$image_filename);
$extension = end($exploded_image_filename);
//make sure its an image
@skygunner
skygunner / build_nginx.sh
Created July 5, 2016 19:13 — forked from Belphemur/build_nginx.sh
Compiling Nginx with LibreSSL (and http2)
#!/usr/bin/env bash
# names of latest versions of each package
export NGINX_VERSION=1.11.1
export VERSION_PCRE=pcre-8.38
export VERSION_LIBRESSL=libressl-2.4.1
export VERSION_NGINX=nginx-$NGINX_VERSION
#export NPS_VERSION=1.9.32.10
#export VERSION_PAGESPEED=v${NPS_VERSION}-beta
@skygunner
skygunner / README.md
Created April 6, 2016 00:34 — forked from e7d/README.md
[Debian] Build a Squid transparent proxy from source code
@skygunner
skygunner / cls_template.php
Last active September 16, 2015 05:57 — forked from wudi/cls_template.php
ECshop preg_replace /e 修饰符修复(本文件可直接替换2.7.3)
<?php
/**
* ECSHOP 模版类
* ============================================================================
* * 版权所有 2005-2012 上海商派网络科技有限公司,并保留所有权利。
* 网站地址: http://www.ecshop.com;
* ----------------------------------------------------------------------------
* 这不是一个自由软件!您只能在不用于商业目的的前提下对程序代码进行修改和
* 使用;不允许对程序代码以任何形式任何目的的再发布。