The Daily Index — Friday, February 21, 2025

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

DEEPEVAL

DeepEval is an open source framework for evaluating and testing large language model systems. It incorporates the latest research to evaluate model outputs using locally run models. DeepEval supports applications implemented via RAG, fine-tuning, LangChain, LlamaIndex, and more. It helps developers easily determine the optimal hyperparameters to improve their RAG pipeline, improve prompt drifting, or transition from OpenAI to hosting their own Llama 3.

github.com

TLDR · GitHub repository

KUBEVPN

KubeVPN provides a Cloud-Native Dev Environment that seamlessly connects to Kubernetes cluster networks using service names or Pod IP/Service IP. It enables developers to run Kubernetes pods within local Docker containers, ensuring an identical environment, volume, and network setup. KubeVPN empowers developers to create applications entirely on their local PCs.

github.com

TLDR · GitHub repository

GENSX

GenSX is a TypeScript framework for billing agents and workflows with simple and reusable React-like components.

github.com

TLDR · GitHub repository

HELLO, DEEPSEEK OPEN INFRA!

DeepSeek is open sourcing five repositories that contain the building blocks of its online service to share its progress with full transparency.

github.com

TLDR AI · GitHub repository

EFFICIENT WEB CRAWLING FOR LLM PRE-TRAINING

Most data from web crawls gets thrown away due to poor text extraction performance. This work dramatically improves how many documents get saved and uses that to train stronger models on a fraction of the crawled data.

github.com

TLDR AI · GitHub repository

OPEN REASONER ZERO

Open replication of the zero reasoning paradigm. It is fully open source with training data, scripts, and weights.

github.com

TLDR AI · GitHub repository

EVALUATING FACTUALITY IN LLMS

LLM-Oasis is a large-scale dataset designed to train and evaluate systems for assessing factuality in outputs from LLMs.

github.com

TLDR AI · GitHub repository

OLLAMATALK

A nice flutter app that provides a simple front end to Ollama.

github.com

TLDR Web Dev · GitHub repository

REACT BITS

React Bits is a library of animated React components. It has over 60 components, including animations and backgrounds, available in JavaScript or TypeScript with CSS or Tailwind CSS styling.

github.com

TLDR Web Dev · GitHub repository

JETKVM

JetKVM is an open-source KVM over IP solution for managing computers remotely. It has low-latency, high-FPS video and smooth keyboard/mouse interaction. The software is written in Go and TypeScript, customizable via SSH, and allows optional remote access.

github.com

TLDR InfoSec · GitHub repository

STIFLE

Stifle is a post-exploitation tool for abusing explicit certificate mappings in ADCS for account takeover.

github.com

TLDR InfoSec · GitHub repository

PPHACK

Pphack is an advanced client-side prototype pollution scanner. It utilizes chromedp, a headless Chrome browser, to identify prototype pollution vulnerabilities, a type of JavaScript vulnerability that enables attackers to add arbitrary properties to global object prototypes which may then be inherited by user-defined objects.

github.com

TLDR InfoSec · GitHub repository

BLOODHOUNDVIEWER

BloodHoundViewer is a Chrome Extension that enhances the BloodHound Community Edition with features like improved layout controls, query history navigation, and support for Neo4j.

github.com

TLDR Design · Tool

CONSISTENT BRANDING AND DESIGN ACROSS MULTIPLE PRESENTATIONS

Design and control templates in Figma while customer-facing teams create and share clear, on-brand presentations with deckd.

deckd.io