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Jura Studenkov jurStv

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jurStv / llm-wiki.md
Created April 5, 2026 14:05 — forked from karpathy/llm-wiki.md
llm-wiki

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.

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jurStv / recipe.example.md
Created April 26, 2018 08:27 — forked from peterbsmyth/recipe.example.md
Making chained API Calls using @ngrx/Effects

Making chained API Calls using @ngrx/Effects

Purpose

This recipe is useful for cooking up chained API calls as a result of a single action.

Description

In the below example, a single action called POST_REPO is dispatched and it's intention is to create a new repostiory on GitHub then update the README with new data after it is created.
For this to happen there are 4 API calls necessary to the GitHub API:

  1. POST a new repostiry
  2. GET the master branch of the new repository
  3. GET the files on the master branch
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jurStv / rxjs_operators_by_example.md
Created July 22, 2017 14:00 — forked from btroncone/rxjs_operators_by_example.md
RxJS 5 Operators By Example
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jurStv / pr.md
Created July 18, 2017 20:30 — forked from piscisaureus/pr.md
Checkout github pull requests locally

Locate the section for your github remote in the .git/config file. It looks like this:

[remote "origin"]
	fetch = +refs/heads/*:refs/remotes/origin/*
	url = [email protected]:joyent/node.git

Now add the line fetch = +refs/pull/*/head:refs/remotes/origin/pr/* to this section. Obviously, change the github url to match your project's URL. It ends up looking like this:

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jurStv / sonic-pi-tutorial.md
Last active March 16, 2022 21:44 — forked from jwinder/sonic-pi-tutorial.md
Sonic Pi tutorials concatenated

1 Welcome to Sonic Pi

Welcome friend :-)

Welcome to Sonic Pi. Hopefully you're as excited to get started making crazy sounds as I am to show you. It's going to be a really fun ride where you'll learn all about music, synthesis, programming, composition, performance and more.

But wait, how rude of me! Let me introduce myself - I'm

@jurStv
jurStv / README.md
Created June 11, 2016 08:09 — forked from rgrove/README.md
Cake's approach to React Router server rendering w/code splitting and Redux

Can't share the complete code because the app's closed source and still in stealth mode, but here's how I'm using React Router and Redux in a large app with server rendering and code splitting on routes.

Server

  1. Wildcard Express route configures a Redux store for each request and makes an addReducers() callback available to the getComponents() method of each React Router route. Each route is responsible for adding any Redux reducers it needs when it's loaded. (This isn't really necessary on the
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jurStv / folder-structure.md
Created June 4, 2016 06:10 — forked from ryanflorence/folder-structure.md

Folder Structure

Motivations

  • Clear feature ownership
  • Module usage predictibility (refactoring, maintainence, you know what's shared, what's not, prevents accidental regressions, avoids huge directories of not-actually-reusable modules, etc)
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jurStv / autopgsqlbackup
Created February 8, 2016 08:38 — forked from matthewlehner/autopgsqlbackup
Auto PostgreSQL backup script.
#!/bin/bash
#
# PostgreSQL Backup Script Ver 1.0
# http://autopgsqlbackup.frozenpc.net
# Copyright (c) 2005 Aaron Axelsen <[email protected]>
#
# This script is based of the AutoMySQLBackup Script Ver 2.2
# It can be found at http://sourceforge.net/projects/automysqlbackup/
#
# The PostgreSQL changes are based on a patch agaisnt AutoMySQLBackup 1.9