与子同説 xymelon

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.

OpenClaw 多 Agent 架构配置指南

把这份指南发给你的 OpenClaw，它会引导你选择最适合的多 Agent 架构。

使用说明

当用户把这份文档发给你时，请按照以下流程引导他们选择合适的多 Agent 架构配置。

Working with submodules in your repository

Create the submodule:
```
git submodule add -b master <git@github.com:MYSUBMODULE.git> <path/to/MYSUBMODULE>
```
This creates the submodule and makes it track submodule's master branch. You can change the branch name if you want to track a different branch.

Change some settings. In the parent repo:

# make it so that git status will include changes to submodules.

You can use this class to realize a simple sectioned RecyclerView.Adapter without changing your code.

The RecyclerView should use a LinearLayoutManager. You can use this code also with the TwoWayView with the ListLayoutManager (https://github.com/lucasr/twoway-view)

This is a porting of the class SimpleSectionedListAdapter provided by Google

Example:

The introduction to Reactive Programming you've been missing

(by @andrestaltz)

This tutorial as a series of videos

If you prefer to watch video tutorials with live-coding, then check out this series I recorded with the same contents as in this article: Egghead.io - Introduction to Reactive Programming.

	// This script is used to initialize the build in a module or plugin project.
	// During this phase, the script applies the Maven plugin and configures the
	// destination of the local repository.
	// The local repository will contain the AAR and POM files.

	void configureProject(Project project, String mavenUrl, String mavenUser, String mavenPwd, String version) {
	if (!project.hasProperty("android")) {
	throw new GradleException("Android property not found.")
	}
	if (!project.android.hasProperty("libraryVariants")) {

	/* Copyright 2019 The Android Open Source Project
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* https://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software
	* distributed under the License is distributed on an "AS IS" BASIS,

	import android.annotation.SuppressLint;
	import android.media.MediaCodec;
	import android.media.MediaExtractor;
	import android.media.MediaFormat;
	import android.media.MediaMetadataRetriever;
	import android.media.MediaMuxer;
	import android.util.Log;

	import java.io.IOException;
	import java.nio.ByteBuffer;

	package com.company.components;

	import android.animation.Animator;
	import android.animation.ObjectAnimator;
	import android.animation.ValueAnimator;
	import android.graphics.Canvas;
	import android.graphics.ColorFilter;
	import android.graphics.Paint;
	import android.graphics.PixelFormat;
	import android.graphics.Rect;