The Daily Index — Wednesday, September 11, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

ELL

ell is a lightweight functional prompt engineering framework that treats prompts as programs instead of strings. It supports rich type coercion for multimodal inputs and outputs. ell provides tools for monitoring, versioning, and visualization to help users empiricize their prompt optimization processes. It is designed to be an unobtrusive library that doesn't require users to change their coding style or use special editors.

github.com

TLDR AI · GitHub repository

OPTIMIZING INFERENCE PROXIES FOR LLMS

Optillm helps to optimize prompts based on a number of proven research algorithms like Monte Carlo Tree Search, Z3 solvers, and Self Consistency.

github.com

TLDR AI · GitHub repository

3D SEMANTIC SEGMENTATION

Researchers addressed the challenge of source-free unsupervised domain adaptation for 3D semantic segmentation by introducing regularization techniques and a novel criterion.

github.com

TLDR Web Dev · Tool

VOMITORIUM

Vomitorium is a command-line tool that recursively scans directories, processes files, and compiles their contents into a single output file. Its single output file is useful for working with LLMs, as you can pass in the entire file as context for the LLM to process.

npmjs.com

TLDR Web Dev · Tool

GOOGLE ILLUMINATE

Google's AI tool, Illuminate, turns books and papers into audio discussions.

illuminate.google.com

TLDR InfoSec · GitHub repository

HOOKCHAIN

hookchain aims to provide a new perspective on EDR Evasion. Through a precise combination of IAT Hooking techniques, dynamic SSN resolution, and indirect system calls, hookchain redirects the execution flow of Windows subsystems in a way that remains invisible to the vigilant eyes of EDRs that only act on Ntdll.dll without requiring changes to the source code of the applications and malware involved.

github.com

TLDR Design · Tool

GENERATE CONSISTENT ILLUSTRATIONS

The Illustration Generator by Icons8 creates consistent illustrations in unique styles. It's trained on proprietary data by professional artists and is suitable for commercial use.

icons8.com

TLDR Design · Tool

THE WEB BUILDER FOR ADVANCED SITES

Webstudio is an open-source visual website builder that supports all CSS properties, connects to any headless CMS, and enables fast, scalable, and customizable web experiences.

webstudio.is

TLDR Founders · Tool

CIRCLEBACK

AI-powered notes, action items, and automations.

circleback.ai