The Daily Index — Monday, November 27, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

RAGS

RAGs is a Streamlit app that lets users create RAG pipelines from data sources using natural language. Users just have to describe the tasks and parameters they want from their RAG systems. The RAG can be queried and it will answer questions over the data.

github.com

TLDR AI · GitHub repository

ZIPLORA

LoRAs are low rank learned matrices that change model behavior but are cheaper than regular fine-tuning. This work proposes an effective way to merge LoRAs together while maintaining the novel information from each.

github.com

TLDR AI · GitHub repository

REFERENCE DPO IMPLEMENTATION

Direct preference optimization is a stable alternative to RLHF using very similar data. This repository contains an implementation for study to learn about the technique.

github.com

TLDR Web Dev · Tool

CODESNAPS

CodeSnaps is a minimalistic UI library of React and Tailwind CSS components. It doesn’t require any package installations and comes with various pre-built components, like blog sections, contact sections, footers, and more.

codesnaps.io

TLDR Web Dev · GitHub repository

REACT QUIZ COMPONENT

React-quiz-component is a React component for implementing a quiz. It takes in a JSON-based input and comes with a quiz landing page, input validator, results page, explanations, a scoring system, and more.

github.com

TLDR Web Dev · GitHub repository

PATH TO SENIOR ENGINEER HANDBOOK

A collection of links and resources to help people reach senior engineer and beyond.

github.com

TLDR Web Dev · Tool

UNDERSTANDING DEEP LEARNING

A free online book with interactive code examples that dives into understanding deep learning.

udlbook.github.io

TLDR Web Dev · Tool

IP GUIDE

A guide to IP addresses, networks, and more.

ip.guide

TLDR InfoSec · GitHub repository

ATHENA-ISO

Athena OS is an Arch Linux-based distro focused on Cybersecurity. Learn, practice, and enjoy with any hacking tool.

github.com

TLDR InfoSec · GitHub repository

INQL

InQL is a robust open-source Burp Suite extension for advanced GraphQL testing, offering intuitive vulnerability detection, customizable scans, and seamless Burp integration.

github.com

TLDR InfoSec · GitHub repository

AWS KILL SWITCH

AWS Kill Switch is a Lambda function that can be used to delete a compromised IAM role or apply a heavily restrictive Service Control Policy to a compromised AWS account.

github.com

TLDR InfoSec · GitHub repository

INFOSEC-BLACK-FRIDAY

A collection of Black Friday deals on InfoSec-related products and services.

github.com

TLDR InfoSec · GitHub repository

BREACH-REPORT-COLLECTION

This is a collection of public breach reports along with Tactics, Techniques, and Procedures (TTPs) of threat actors

github.com

TLDR Design · Tool

UI FACES

A growing library of free, AI-generated, high-resolution avatars for design mockups, thoughtfully curated to suit all your creative needs. Now also comes with a plugin for Figma.

uifaces.co

TLDR Design · Tool

DRAW STUFF FASTER WITH AI

Auto Draw guesses what you're trying to draw and even suggests previous drawings that look like yours.

autodraw.com

TLDR Design · Tool

COLOR CONTRAST CHECKER

Check the contrast between different color combinations against WCAG standards.

colourcontrast.cc

TLDR Design · Tool

THE BEST INVENTIONS OF 2023

This is a list of this year's best inventions. The selection includes 200 innovations, ranging from AI to Wellness.

time.com

TLDR Marketing · Tool

CREATE CAROUSELS FOR SOCIAL MEDIA IN SECONDS

Postnitro is an AI-powered tool to create engaging and eye-catching carousels for LinkedIn, Instagram, Facebook, or TikTok. The tool generates carousels based on inputted text, an article URL, or topic. It includes font, color, and branding customizations. Postnitro is currently in beta and is free to use.

postnitro.ai