karpathy

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.

kyxap1

# sync history
history -a
history -w

# when leaving the console clear the screen to increase privacy

if [ "$SHLVL" = 1 ]; then
    [ -x /usr/bin/clear_console ] && /usr/bin/clear_console -q
fi

kyxap1

nssm install Jenkins "%COMMONPROGRAMFILES(x86)%\Oracle\Java\javapath\java.exe"
nssm set Jenkins AppParameters -jar agent.jar -jnlpUrl https://<jenksins-server-url>/computer/<jenkins-worker-node>/slave-agent.jnlp -secret <worker-secret> -workDir "C:\jenkins\"
nssm set Jenkins AppDirectory C:\Jenkins
nssm set Jenkins AppStdout C:\Jenkins\jenkins.log
nssm set Jenkins AppStderr C:\Jenkins\jenkins.log
nssm set Jenkins AppStopMethodSkip 6
nssm set Jenkins AppStopMethodConsole 1000
nssm set Jenkins AppThrottle 5000
nssm start Jenkins

atheiman

# Update this automation document:
# aws ssm update-document \
#     --name "StartStopInstances" \
#     --document-format YAML \
#     --content "file://./StartStopInstances-Automation.yml" \
#     --document-version '$LATEST'

# Execute this automation using IAM Service Role (https://gist.github.com/atheiman/021f1852997d0c42cd581d86aafc672f):
# aws ssm start-automation-execution \
#   --region us-gov-west-1 \

kyxap1

#!/bin/sh

ACTION=${1}
DEBUG=1

func_res() {
  [[ ${DEBUG:-0} -ge 1 ]] && set 2>&1 | logger -t vpnc-script
  # how to get cidrs: http://kyxap.org.ua/articles/google_ip_range
  CIDRS="$(cat /opt/home/admin/cidrs/*.txt)"
  EXCLUDE="$(cat /opt/home/admin/cidrs/exclude/*.txt)"

kyxap1

kind: StorageClass
apiVersion: storage.k8s.io/v1
metadata:
  name: st1
  annotations:
    storageclass.kubernetes.io/is-default-class: "false"
provisioner: kubernetes.io/aws-ebs
parameters:
  type: st1
  fsType: ext4

kyxap1

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
  <dict>

    <key>KeepAlive</key>
    <dict>
      <key>SuccessfulExit</key>
      <true/>
    </dict>

kyxap1

youtube.com##.ytp–ce–element
youtube.com##.ytp–ce–covering–overlay
youtube.com##.ytp–ce–element–shadow
youtube.com##.ytp–ce–covering–image
youtube.com##.ytp–ce–expanding–image
youtube.com##.ytp–ce–element.ytp–ce–channel.ytp–ce–channel–this.ytp–ce–element–show.ytp–ce–bottom–right–quad.ytp–ce–size–640
youtube.com##.ytp–ce–element.ytp–ce–video.ytp–ce–element–show
youtube.com##.ytp–expand
youtube.com##.ytp–pause–overlay
youtube.com###watch7-sidebar-contents

kostyrev

git checkout master
git pull --no-edit origin $(git rev-parse --abbrev-ref HEAD) --rebase --ff-only
git checkout -b new-feature

git commit ...

...

kyxap1

#!/bin/sh

### Custom user script
### Called after internal VPN client connected/disconnected to remote VPN server
### $1        - action (up/down)
### $IFNAME   - tunnel interface name (e.g. ppp5 or tun0)
### $IPLOCAL  - tunnel local IP address
### $IPREMOTE - tunnel remote IP address
### $DNS1     - peer DNS1
### $DNS2     - peer DNS2