Brian Roach itsbrex

PostgreSQL is Enough

Background and Cron Jobs

Setting up Cloudflare R2 as CDN

This guide will set up a CDN with URL frontend and sync them up from GitHub Repo with Actions

Things needed:

A domain that is tied to Cloudflare (free CF account is probably enough, depends on the load to your CDN)

Steps:

Make a Cloudflare R2 bucket > Take a note of its bucket name.

Chrome Flags for Tooling

Many tools maintain a list of runtime flags for Chrome to configure the environment. This file is an attempt to document all chrome flags that are relevant to tools, automation, benchmarking, etc.

All use cases are different, so you'll have to choose which flags are most appropriate.

Here's a Nov 2022 comparison of what flags all these tools use.

	# Must have conda installed
	# It costs approximately $0.2 (in GPT-4 API fees) to generate one example with analysis and design, and around $2.0 for a full project.

	conda create -n metagpt python=3.11.4
	conda activate metagpt
	npm --version # to check you have npm installed
	# optional: install node if you don't have it
	npm install -g @mermaid-js/mermaid-cli
	git clone https://github.com/geekan/metagpt
	cd metagpt

	[LLM Training and Fundamentals]
	- GPT and GPT-2: https://cameronrwolfe.substack.com/p/language-models-gpt-and-gpt-2
	- GPT-3 and LLM Scaling: https://cameronrwolfe.substack.com/p/language-model-scaling-laws-and-gpt
	- Modern LLMs: https://cameronrwolfe.substack.com/p/modern-llms-mt-nlg-chinchilla-gopher
	- Specialized LLMs: https://cameronrwolfe.substack.com/p/specialized-llms-chatgpt-lamda-galactica

	[Open Source LLMs]
	- LLaMA: https://cameronrwolfe.substack.com/p/llama-llms-for-everyone
	- Beyond LLaMA (Imitation Models): https://cameronrwolfe.substack.com/p/beyond-llama-the-power-of-open-llms
	- False Promise of Imitation: https://cameronrwolfe.substack.com/p/imitation-models-and-the-open-source

	[project]
	name = "dsbook"
	version = "0.1.0"
	description = "Add a short description here"
	dependencies = [
	"numpy>=1.24.4",
	"scipy>=1.10.1",
	"pandas>=2.0.3",
	"matplotlib>=3.7.2",
	"plotly>=5.15.0",

	// I'm tired of extensions that automatically:
	// - show welcome pages / walkthroughs
	// - show release notes
	// - send telemetry
	// - recommend things
	//
	// This disables all of that stuff.
	// If you have more config, leave a comment so I can add it!!

	{

	#!/usr/bin/env python3
	import arxiv
	import feedparser
	import re
	import os
	from pathlib import Path
	from pyfzf.pyfzf import FzfPrompt
	import webbrowser
	import argparse
	import sys