Tim kuzminT

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.

This is a collection of Ubuntu fixes for Lenovo Legion 5i

Tested on: Lenovo Legion 5i with below specs:
AMD® Ryzen 7 4800h with radeon graphics × 16
NVIDIA Corporation / NVIDIA GeForce RTX 2060/PCIe/SSE2

1. GPU ISSUES for RTX 2060:

nvidia-driver-470 - HDMI doesn't have to work from the beginning
nvidia-driver-495 - HDMI works from the beginning, unstable (random reboots)\

Gin: download file with an simple api

func DownloadLicense(ctx *gin.Context) {
	content:="Download file here happliy"
	fileName := "hello.txt"
	ctx.Header("Content-Disposition", "attachment; filename="+fileName)
	ctx.Header("Content-Type", "application/text/plain")
	ctx.Header("Accept-Length", fmt.Sprintf("%d", len(content)))
	ctx.Writer.Write([]byte(content))
	ctx.JSON(http.StatusOK, gin.H{

Testing with GoMock: A Tutorial

08/16/17 by Sergey Grebenshchikov

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This is a quick tutorial on how to test code using the GoMock mocking library and the standard library testing package testing.

GoMock is a mock framework for Go. It enjoys a somewhat official status as part of the github.com/golang organization, integrates well with the built-in testing package, and provides a flexible expectation API.

List all the broken links on your website

Requirements:

python3 and scrapy (pip install scrapy)

Usage

scrapy runspider -o items.csv -a site="https://yoursite.org" 1spider.py
python3 2format_results.py

Docker - How to cleanup (unused) resources

Once in a while, you may need to cleanup resources (containers, volumes, images, networks) ...

delete volumes

// see: https://github.com/chadoe/docker-cleanup-volumes

$ docker volume rm $(docker volume ls -qf dangling=true)

$ docker volume ls -qf dangling=true | xargs -r docker volume rm

	package main

	import (
	"encoding/json"
	"io"
	"log"
	"net/http"
	"os"

	"github.com/go-redis/redis"

	package main

	import (
	"archive/tar"
	"bytes"
	"compress/gzip"
	"fmt"
	"io"
	"os"
	"path/filepath"

	import asyncio

	# this is a coroutine definition
	async def fake_network_request(request):
	print('making network call for request: ' + request)
	# simulate network delay
	await asyncio.sleep(1)

	return 'got network response for request: ' + request

	#! /bin/bash
	for n in {1..100}; do
	dd if=/dev/urandom of=file$( printf %d "$n" ).bin bs=1 count=$(( RANDOM + 1024 ))
	done