The Daily Index — Wednesday, July 10, 2024

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

MAELSTROM

Maelstrom is a suite of tools that can run tests in hermetic microcontainers locally or distributed across arbitrarily large clusters. It currently has test runners for Rust and Python, with more on the way. Maelstrom is reliable, easy to use, fast, and scalable. The project is currently Linux-only and relies on namespaces to implement containers.

github.com

TLDR AI · GitHub repository

BOOSTING LARGE VISION LANGUAGE MODELS WITH SELF-TRAINING

Video Self-Training with augmented Reasoning (Video-STaR) is a new approach for improving Large Vision Language Models (LVLMs).

github.com

TLDR AI · GitHub repository

GRAPHRAG

GraphRAG is a way to explore unstructured text using the power of language models. The quick start runs on Azure, making it easy to spin up.

github.com

TLDR AI · GitHub repository

MOBILELLM

MobileLLM optimizes sub-billion parameter language models for on-device use cases.

github.com

TLDR AI · GitHub repository

ENHANCING TRAFFIC SIGNAL CONTROL WITH AI

Researchers have developed a new framework that combines a large language model with reinforcement learning to improve traffic signal control systems.

github.com

TLDR AI · GitHub repository

COMPREHENSIVE AGI SURVEY

This project investigates the journey towards Artificial General Intelligence (AGI), which aims to perform diverse real-world tasks with human-like efficiency.

github.com

TLDR Web Dev · Tool

PARALLEL DOM

Parallel DOM makes your web apps faster by parallelizing away heavy DOM operations.

pdom.dev

TLDR Web Dev · Tool

CRAWLEE FOR PYTHON

Crawlee is a web scraping and browser automation library. It supports both BeautifulSoup and Playwright crawling for more reliable web crawlers. It also supports type hints in Python, headless browsers, automatic scaling, and proxy management.

crawlee.dev

TLDR Web Dev · GitHub repository

PGVECTOR-NODE

The `pgvector-node` library provides Node.js and TypeScript support for integrating vector operations with PostgreSQL across multiple database libraries. It allows the creation of tables with vector fields, insertion of vectors, and retrieval of nearest neighbors using various distance metrics. The library also supports creating approximate indexes for efficient vector similarity searches.

github.com

TLDR Web Dev · Tool

TOTAL TYPESCRIPT: ESSENTIALS

Total TypeScript: Essentials is a free book for devs of all levels to learn advanced type manipulation and real-world application development patterns in TypeScript.

totaltypescript.com

TLDR Web Dev · GitHub repository

TEGON

Tegon is an open-source issue tracking software that uses AI to smartly automate manual tasks, workflows, and provide more context to engineers for a given task.

github.com

TLDR InfoSec · GitHub repository

BOF-LAUNCHER

Beacon Object File (BOF) launcher is a library for executing BOF files in C/C++/Zig applications.

github.com

TLDR InfoSec · GitHub repository

BULLFROG

Bullfrog is a tool that increases the security of GitHub Actions workflows by defining a domain/IP allow list for outbound network connections that a workflow can access.

github.com

TLDR Design · Tool

HAND DRAWN ARROWS

A customizable gallery of hand-drawn arrow SVGs that can be easily copied as SVG code or React components for use in your projects.

handyarrows.com

TLDR Design · Tool

DISCOVER THE BASE BUILDING BLOCKS OF ANY WEBSITE

This open-source tool, ideal for grabbing colors, icons, and fonts, lets you extract design systems from any website.

design-foundations.com

TLDR Design · Tool

DIVERSE FREE AVATAR IMAGES

This vast collection of free avatar images from across the web helps you add personality to your projects.

alohe.github.io

TLDR Design · Tool

1 DATASET 100 VISUALIZATIONS

An information design agency took on the challenge of creating 100 visualizations from a single dataset, showcasing the diversity and complexity of data visualization. It demonstrated how different stories can be told using limited visual properties and assets by leveraging insightful and visually appealing designs.

100.datavizproject.com

TLDR Founders · Tool

AIRBOOK

Airbook is like Notion, but connected to your data sources. Generate insights across sources together using SQL or No-code.

airbook.io