karpathy

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.

1va7

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。

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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。

Kshitij09

@Composable
fun AutoCompleteTextField(
    initialText: String,
    itemList: List<String>,
    onQuery: (String) -> Unit,
    onClearResults: () -> Unit,
    modifier: Modifier = Modifier
) {
    val (field, changeField) = savedInstanceState(saver = TextFieldValue.Saver) { TextFieldValue(text = initialText) }
    LaunchedEffect(subject = field.text) {

loloof64

@Preview
@Composable
fun DragAndDropComponent() {
    Column(modifier = Modifier.size(300.dp).background(Color.Red)) {
        val x = animatedFloat(150f)
        val y = animatedFloat(150f)
        val bouncySpring = SpringSpec(
            dampingRatio = DampingRatioMediumBouncy,
            stiffness = StiffnessLow,
            visibilityThreshold = DefaultDisplacementThreshold)

cedrickring

/*
Copyright 2020 Cedric Kring.

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
    http://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,

Skrilltrax

import androidx.compose.foundation.border
import androidx.compose.ui.Modifier
import androidx.compose.ui.composed
import androidx.compose.ui.graphics.Color
import androidx.compose.ui.unit.Dp
import androidx.compose.ui.unit.dp

fun Modifier.colorfulBorders(width: Dp = 1.dp) = composed {
  val red = (0..255).random()
  val green = (0..255).random()

pt2121

/*
 * Copyright 2020 Prat Tana. All rights reserved.
 * 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
 * http://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,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and

jifalops

Headless Crostini quick setup script for Flutter, VS Code, Node/npm (via nvm), Firebase tools, and pip for Python3

Modify lines 20 and 21 with your gist and token for the VS Code settings-sync extension.

The script adds a symbolic link to the ChromeOS Downloads folder at ~/Downloads. For it to work, share your Downloads folder with Linux by right-clicking it in the Files app.

WARNING

• The script appends to the PATH environment variable each time it runs (at the end).
• settings.json for VS Code will be overwritten if it exists! (The default settings are empty and it was easier to do it this way than to use jq.)

pepasflo

secrets/

oliveratgithub

{
	"emojis": [
		{"emoji": "👩‍👩‍👧‍👧", "name": "family: woman, woman, girl, girl", "shortname": ":woman_woman_girl_girl:", "unicode": "1F469 200D 1F469 200D 1F467 200D 1F467", "html": "👩‍👩‍👧‍👧", "category": "People & Body (family)", "order": ""},
		{"emoji": "👩‍👩‍👧‍👦", "name": "family: woman, woman, girl, boy", "shortname": ":woman_woman_girl_boy:", "unicode": "1F469 200D 1F469 200D 1F467 200D 1F466", "html": "👩‍👩‍👧‍👦", "category": "People & Body (family)", "order": ""},
		{"emoji": "👩‍👩‍👦‍👦", "name": "family: woman, woman, boy, boy", "shortname": ":woman_woman_boy_boy:", "unicode": "1F469 200D 1F469 200D 1F466 200D 1F466", "html": "👩‍👩‍👦‍👦", "category": "People & Body (family)", "order": ""},
		{"emoji": "👨‍👩‍👧‍👧", "name": "family: man, woman, girl, girl", "shortname": ":man_woman_girl_girl:", "unicode": "1F468 200D 1F469 200D 1F467 200D 1F467", "html": "👨‍👩&z