leonhe

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.

leonhe

Keybase proof

I hereby claim:

• I am leonhe on github.
• I am leon8 (https://keybase.io/leon8) on keybase.
• I have a public key ASDtDfqKnfoT9Q5oGV1prg1i_NU7uYuRbCpGMnVam_09ago

To claim this, I am signing this object:

leonhe

/** 
     * 根据手机的分辨率从 dp 的单位 转成为 px(像素) 
     */  
    public static int dip2px(Context context, float dpValue) {  
        final float scale = context.getResources().getDisplayMetrics().density;  
        return (int) (dpValue * scale + 0.5f);  
    }  
  
    /** 
     * 根据手机的分辨率从 px(像素) 的单位 转成为 dp 

leonhe

;; Based on omnifocus-capture.el by Ken Case with the following original comment:
;;
;; To capture tasks from Emacs to OmniFocus using Control-C Control-O,
;; drop this script in your emacs load path and add lines like these to
;; your .emacs:
;;
;; (autoload 'send-region-to-omnifocus "omnifocus-capture" "Send region to OmniFocus" t)
;; (global-set-key (kbd "C-c C-o") 'send-region-to-omnifocus)
;;
;; The send-region-to-emacs function has been rewritten as follows:

leonhe

android {
defaultConfig {
  …..
    multiDexEnabled true
…...
}
…………..
dexOptions {
    preDexLibraries true
    javaMaxHeapSize "2g" // Use gig increments depending on needs

leonhe

buildTypes {
.................
    task copyAssertRes(type: Copy){
      from 'source directory'
      into 'distance directory'
    }
     tasks.withType(JavaCompile) {
           compileTask -> compileTask.dependsOn("copyAssertRes", ....)
  }
....................