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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.

@hebasto
hebasto / guix-sigs.md
Last active September 28, 2025 12:12
The `bitcoin-core/guix.sigs` Repository Workflow

The bitcoin-core/guix.sigs Repository Workflow

Common environment variables

export SIGNER="hebasto"
export GUIX_SIGS_REPO="/home/hebasto/dev/guix.sigs"
export DETACHED_SIGS_REPO="/home/hebasto/dev/bitcoin-detached-sigs"
@fjahr
fjahr / bitcoin_debugging.md
Last active August 7, 2025 14:40
Debugging Bitcoin Core

Moved to https://github.com/fjahr/debugging_bitcoin to allow for better collaboration.

This document is currently optimized for MacOS. If you would like to help me add Linux equivalent commands, please let me know.

Debugging Bitcoin Core

This guide is designed to give beginners of C++ development and/or people new to the bitcoin core code base an overview of the tools available for debugging issues as well as giving hints where issues may trip you up.

@fiatjaf
fiatjaf / .gitignore
Last active August 13, 2022 07:35
hsm_secret and custom invoices with lnurl on c-lightning
venv
*.swo
*.swp
__pycache__
@blackcater
blackcater / diagrams.md
Created July 6, 2018 16:45
Markdown Diagrams

Diagrams

Markdown Preview Enhanced supports rendering flow charts, sequence diagrams, mermaid, PlantUML, WaveDrom, GraphViz, Vega & Vega-lite, Ditaa diagrams. You can also render TikZ, Python Matplotlib, Plotly and all sorts of other graphs and diagrams by using Code Chunk.

Please note that some diagrams don't work well with file exports such as PDF, pandoc, etc.

Flow Charts

This feature is powered by flowchart.js.

@ageis
ageis / systemd_service_hardening.md
Last active April 29, 2026 14:26
Options for hardening systemd service units

security and hardening options for systemd service units

A common and reliable pattern in service unit files is thus:

NoNewPrivileges=yes
PrivateTmp=yes
PrivateDevices=yes
DevicePolicy=closed
ProtectSystem=strict
@lukas-h
lukas-h / license-badges.md
Last active April 27, 2026 08:39
Markdown License Badges for your Project

Markdown License badges

Collection of License badges for your Project's README file.
This list includes the most common open source and open data licenses.
Easily copy and paste the code under the badges into your Markdown files.

Notes

  • The badges do not fully replace the license informations for your projects, they are only emblems for the README, that the user can see the License at first glance.

Translations: (No guarantee that the translations are up-to-date)

@pwenzel
pwenzel / ffmpeg-mkv-to-mp4.sh
Last active February 5, 2025 15:55
MKV and AVI to MP4 Conversion for Apple TV
# See also https://trac.ffmpeg.org/wiki/Encode/AAC
# direct copy
ffmpeg -i input.mkv -c:v copy -c:a copy output.mp4
# direct copy video, but convert audio to AAC with default variable bit rate
ffmpeg -i input.mkv -c:v copy -c:a aac -strict experimental output.mp4
# direct copy video, but convert audio to AAC with constant bit rate
ffmpeg -i input.mkv -c:v copy -c:a aac -strict experimental -b:a 320k output.mp4
@itay-grudev
itay-grudev / rvm.fish
Last active December 12, 2024 16:00
Using RVM with Fish Shell in just 6 lines of code
# ~/.config/fish/functions/rvm.fish
function rvm --description "Ruby Version Manager"
exec bash --login -c "rvm $argv; exec fish" ^&1
end