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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.

@PierceZ
PierceZ / EventLiveData.java
Created September 20, 2017 13:00
Another approach where EventLiveData contains a reference to its lifecycle.
public class EventLiveData extends LiveData<Object> {
private final int mSubject;
private final LifecycleRegistryOwner mLifecycle;
public EventLiveData(@LiveDataBus.Subject int subject, @NonNull LifecycleRegistryOwner lifecycle) {
mSubject = subject;
mLifecycle = lifecycle;
}
@wyon
wyon / BlockDetect.java
Last active February 25, 2021 05:56
检测应用在UI线程的卡顿,打印出卡顿时调用堆栈。
public class BlockDetect {
// BlockDetectByPrinter
public static void start() {
Looper.getMainLooper().setMessageLogging(new Printer() {
private static final String START = ">>>>> Dispatching";
private static final String END = "<<<<< Finished";
@Override
@IliaEremin
IliaEremin / build.gradle
Created February 18, 2017 20:34
Example of managing dependencies in separate file
apply from: 'deps.gradle'
// ...
dependencies {
compile supportLibs
compile rxJavaLibs
compile retrofitLibs
compile okHttpLibs
获取问题跟文章
http://v3.wufazhuce.com:8000/api/reading/index/
然后根据essay跟question id进去到不同的详细
http://v3.wufazhuce.com:8000/api/question/1282
http://v3.wufazhuce.com:8000/api/essay/1339
获取首页
http://v3.wufazhuce.com:8000/api/hp/idlist/0
然后通过http://v3.wufazhuce.com:8000/api/hp/detail/1275 进入
@qrtt1
qrtt1 / aar-deps.gradle
Last active May 19, 2020 16:09
gradle: package *.jar into aar
project.afterEvaluate {
def isAndroidLibraryProject = project.plugins.hasPlugin('com.android.library')
if(isAndroidLibraryProject) {
task copyDeps(type:Copy) {
from configurations.compile {
include '**/*.jar'
}
into "./build/intermediates/bundles/release/libs/"
}
bundleRelease.dependsOn copyDeps
@ruijun
ruijun / copy-mapping
Created January 12, 2016 05:29
copy proguard mapping.txt to save it
android {
applicationVariants.all { variant ->
variant.outputs.each { output ->
if (variant.getBuildType().isMinifyEnabled()) {
variant.assemble.doLast{
copy {
from variant.mappingFile
into "${projectDir}/mappings"
rename { String fileName ->
"mapping-${variant.name}.txt"
@gabrielemariotti
gabrielemariotti / README.md
Last active February 24, 2021 10:52
How to manage the support libraries in a multi-module projects. Thanks to Fernando Cejas (http://fernandocejas.com/)

Centralize the support libraries dependencies in gradle

Working with multi-modules project, it is very useful to centralize the dependencies, especially the support libraries.

A very good way is to separate gradle build files, defining something like:

root
  --gradleScript
 ----dependencies.gradle
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE module PUBLIC "-//Puppy Crawl//DTD Check Configuration 1.2//EN" "http://www.puppycrawl.com/dtds/configuration_1_2.dtd">
<!-- Generated by RHY @will_awoke -->
<module name="Checker">
<property name="charset" value="UTF-8"/>
<property name="severity" value="warning"/>
@lapastillaroja
lapastillaroja / DividerItemDecoration.java
Last active November 17, 2023 23:06 — forked from akmalxxx/DividerItemDecoration.java
DividerItemDecoration. RecyclerView.ItemDecoration simple implementation
import android.content.Context;
import android.content.res.TypedArray;
import android.graphics.Canvas;
import android.graphics.Rect;
import android.graphics.drawable.Drawable;
import android.support.v7.widget.LinearLayoutManager;
import android.support.v7.widget.RecyclerView;
import android.util.AttributeSet;
import android.view.View;