The Daily Index — Friday, August 25, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

PIXI

pixi as a cross-platform multi-language package manager and workflow tool. It supports Python, C++, and R on Linux, Windows, and macOS. pixi provides a Cargo-like command-line interface that allows developers to install tools per-project or system-wide. A short video demo is available.

github.com

TLDR · GitHub repository

EXPRESSO TS

Expresso TS is a TypeScript and Node.js framework for building scalable, easy-to-read-and-maintain server-side applications. It streamlines repetitive and time-consuming processes so that developers can focus on the important things. Expresso TS handles configuring logging systems, authentication, connecting to databases, and more.

github.com

TLDR AI · GitHub repository

INSTRUCTIONS

Instead of using big and resource-heavy AI models, Prompt2Model lets you describe what you want in simple words and then makes a smaller, efficient AI model for that task. It can make models that work better than some popular big models.

github.com

TLDR AI · GitHub repository

CHEETAH: A GROUNDBREAKING MULTIMODAL LLM FOR VISION-LANGUAGE TASKS

Recent models often struggle with complex vision-language tasks due to limitations in understanding mixed image-text context. The I4 benchmark was introduced to evaluate these tasks. Results showed a flaw in the Visual Prompt Generator's attention. To fix this, researchers developed Cheetah, a model with a unique module and training strategy that excels in understanding complex interleaved instructions. Cheetah achieved top performance on the I4 benchmark.

github.com

TLDR AI · GitHub repository

AUTOML WEB APP

A web app for training Machine Learning pipelines with MLJAR AutoML.

github.com

TLDR Web Dev · GitHub repository

GPT PILOT

GPT Pilot can create entire apps with human supervision. It works as a personal engineer. Developers can work together with GPT Pilot to create fully working apps.

github.com

TLDR Web Dev · GitHub repository

PYTHONMONKEY

PythonMonkey is a Mozilla SpiderMonkey JavaScript engine embedded into the Python VM. It uses the Python engine to provide a JS host environment.

github.com

TLDR Cybersecurity · GitHub repository

MONKEY

The Infection Monkey is an open source security tool for testing a data center's resiliency to perimeter breaches and internal server infection. It uses various methods to self propagate across a data center and reports success to a centralized Monkey Island server.

github.com

TLDR Crypto · GitHub repository

CRYOGEN

Cryogen is a tool designed to effectively consolidate extracted datasets from Ethereum while boosting query performance and reducing disk space. It does this by consolidating datasets in place and merging parquets into larger files to keep the dataset updated regularly. Caution is advised when using Cryogen with Cryo as it may output duplicate data in the dataset.

github.com

TLDR Founders · GitHub repository

OPENCOPILOT

An open source AI copilot for your SaaS product.

github.com