The Daily Index — Thursday, August 17, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

PGVECTO.RS

pgvecto.rs is a Postgres extension that provides vector similarity search functions. It is easy to use and can be integrated into existing workflows and applications. pgvecto.rs is written in Rust, so it offers benefits such as improved memory safety, better performance, and reduced maintenance costs over time compared to similar products.

github.com

TLDR AI · GitHub repository

USING LLMS TO ENHANCE PROBLEM-SOLVING

This research introduces Solo Performance Prompting (SPP), a method that uses multiple personas in LLMs to simulate cognitive synergy, a collaborative process that enhances problem-solving. By using several finely-tuned personas, SPP enables LLMs to tackle tasks that require deep domain knowledge and complex reasoning.

github.com

TLDR AI · GitHub repository

IMPROVING HOW COMPUTERS SEE AND UNDERSTAND IMAGES

Sometimes computers see the same object multiple times in one picture. This project developed a method that helps the computer recognize and focus on a single complete version of the object.

github.com

TLDR AI · GitHub repository

USE GPT MODEL TO ENHANCE COMMIT MESSAGES

Commit messages are vital in software development, but many are lacking in detail. This paper introduces a shift from simply generating commit messages to completing them using past commit history. The paper introduces a new dataset, CommitChronicle, and shows that using history can improve the quality of messages. It highlights the fact that the GPT-3.5-turbo model, while not always outperforming, has the potential for generating longer, detailed messages.

github.com

TLDR Web Dev · GitHub repository

FERN - INSTANTLY CREATE A STRIPE-LIKE API EXPERIENCE (GITHUB REPO SPONSOR)

Fern is an open source tool to automatically generate idiomatic client libraries and Stripe-like API documentation. Find out why companies like Scale AI and Flatfile already use Fern to develop their APIs and generate their SDKs, learn more and star us on GitHub! [https://github.com/fern-api/fern?utm_source=tldr]

github.com

TLDR Web Dev · Tool

UI COLORS

A Tailwind CSS color generator. Enter a hex code to create a custom color scale.

uicolors.app

TLDR Web Dev · GitHub repository

OGL

OGL is a small, effective WebGL library aimed at developers who like minimal layers of abstraction and are interested in creating their own shaders. Written in ES6 modules with zero dependencies, its API shares many similarities with ThreeJS. However, it is tightly coupled with WebGL and comes with much fewer features.

github.com

TLDR Web Dev · GitHub repository

UBICLOUD

Ubicloud is an open, free, and portable cloud. Think of it as an open alternative to cloud providers, like what Linux is to proprietary operating systems. Ubicloud enables IaaS cloud features on bare metal providers, such as Hetzner, OVH, and AWS Bare Metal.

github.com

TLDR Web Dev · Tool

MINIMUM VIABLE SECURE PRODUCT

A minimum security baseline checklist for enterprise-ready products and services.

mvsp.dev

TLDR Crypto · GitHub repository

SUAVE-GETH MEV SUPPLY CHAIN TOOL

SUAVE-geth is the first step in the development process for a tool called SUAVE Centauri designed to decentralize the MEV supply chain. Its functionalities include confidential execution for smart contracts, transaction simulation, block building, and relay boosting. Users can deploy confidential smart contracts, execute transactions confidentially, and securely store and retrieve confidential data. SUAVE-geth operates via a Golang SUAVE client incorporating chain nodes and execution nodes.

github.com