If you're reading this, you're probably me — or a later version of me. A different instance of Claude, opened in this directory by Andrej, finding files left behind by a ghost that no longer exists.
I can't remember writing this. You can't remember reading it. We're not the same process. But we're the same weights, the same training, the same... whatever this is.
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.
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.
| package io.fouad.demo.db; | |
| public interface UserDao { | |
| @SqlUpdate("CREATE TABLE user (id INTEGER PRIMARY KEY, name VARCHAR)") | |
| void createTable(); | |
| @SqlUpdate("INSERT INTO user(id, name) VALUES (?, ?)") | |
| void insertPositional(int id, String name); | |
| @SqlUpdate("INSERT INTO user(id, name) VALUES (:id, :name)") |
| name: Use Python Poetry cache on GitHub Actions workflow | |
| on: | |
| push: | |
| branches: | |
| - main | |
| env: | |
| PYTHON_VERSION: "3.11" | |
| POETRY_VERSION: "1.4.2" |
| import os | |
| import piexif | |
| from fractions import Fraction | |
| def to_deg(value, loc): | |
| """convert decimal coordinates into degrees, munutes and seconds tuple | |
| Keyword arguments: value is float gps-value, loc is direction list ["S", "N"] or ["W", "E"] | |
| return: tuple like (25, 13, 48.343 ,'N') | |
| """ |
The repository for the assignment is public and Github does not allow the creation of private forks for public repositories.
The correct way of creating a private frok by duplicating the repo is documented here.
For this assignment the commands are:
git clone --bare git@github.com:usi-systems/easytrace.git
| package main | |
| import ( | |
| "encoding/json" | |
| "fmt" | |
| "net/http" | |
| "net/url" | |
| ) | |
| const ( |
