Awesome List Updates on Dec 26, 2023

51 awesome lists updated today.

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1. Awesome Kotlin

Libraries/Frameworks / Tools

• Kotlin Notebook - Kotlin notebooks are interactive worksheets with rich outputs.

Libraries/Frameworks / Multiplatform

• divyanshupundir/mavlink-kotlin (⭐46) - A modern MAVLink library for Kotlin Multiplatform.

Libraries/Frameworks / Data Science

• Kotlin/kandy (⭐566) - Kotlin plotting library

• Kotlin/KotlinDL (⭐1.4k) - High-level Deep Learning Framework written in Kotlin and inspired by Keras.

Kotlin WebAssembly / Official Links

• Kotlin/Wasm Overview - Learn everything about Kotlin WebAssembly platform

Kotlin WebAssembly / Examples

• Kotlin/Wasm Examples (⭐500) - Explore a variety of Kotlin/Wasm example projects, showcasing applications like Compose Multiplatform, browser DOM API, Node.js, and WASI integration.

2. Open Source Flutter Apps

Contents / Shopping

• Flutterzon (⭐33) - Designed as an Amazon clone, leveraging Flutter, Node.js, MongoDB, and Bloc for state management. Additionally, it features an Admin Panel for advanced control and management by Tejas Badone

3. Awesome Webxr

Development / Engines

• Onirix Studio - A no-code editor for creating Web AR experiences in the browser. It emulates features of the WebXR if target device / browser is not compatible.

Development / Frameworks and Libraries

• JSAR-DOM (⭐37) A TypeScript re-implementation of WHATWG DOM, CSSOM and WebXR for XR applications built on top of Babylon.js.

4. Awesome Web Archiving

Tools & Software / Utilities

• Internet Archive Library (⭐1.5k) - A command line tool and Python library for interacting directly with archive.org. (Python). (Stable)

5. Awesome Stacks

Rock Solid Modern Rails ↗ / Resources

• Cloud 66 - 🛠️ Cloud 66 gives you everything you need to build, deploy, and manage your Rails applications on any cloud without the headache of the “server stuff”.

6. Awesome Prometheus

Tutorials

• Prometheus Monitoring Tutorial (10 minutes) - Simple tutorial to create a Prometheus monitoring stack with Grafana, AlertManager, and PagerTree by Austin Miller.

Blog posts and opinions

• Practical Services Monitoring with Prometheus and Docker - Practical services monitoring with Prometheus and Docker by Simon KP.

7. Awesome Generative Deep Art

Generative AI history, timelines, maps, and definitions

• GenAI Prism Infographic by Brian Solis: A Framework for Collaborating with Generative AI

Large Language Models (LLMs)

• LLM Visualization

• GoogleCloudPlatform/generative-ai (⭐6.5k): Sample code and notebooks for Generative AI on Google Cloud

Ethics, Philosophical questions and Discussions about Generative AI

• Will AI’s Next Wave of Super Intelligence Replace Human Ingenuity? It’s Complicated - Grit Daily News

Generative AI Tools Directories

• AiSuperSmart Ai Tool Directory: Find Ai Tools According to your Use Cases!

Courses and Educational Materials

• Introduction to Generative AI | SqillPlan: introduction to Generative AI, including models such as GANs, Variational Autoencoders, Autoregressive Models, and their applications, evaluation, ethics, and challenges

Prompt Engineering

• Prompt engineering - OpenAI API: OpenAI's document with strategies and tactics for getting better results from large language models

Prompt Engineering / Prompt Engineering for Text-to-text

• ChatGPT for designers: ChatGPT Cheat Sheet V2 to craft better prompts

Mamba / Prompt Engineering for Text-to-image

• [2312.00752] Mamba: Linear-Time Sequence Modeling with Selective State Spaces: alternative to Transformer architecture.

• Mamba: A shallow dive into a new architecture for LLMs | by Geronimo (@geronimo7) | Dec, 2023 | Medium

• Mamba-Chat (⭐888): A chat LLM based on the state-space model architecture

Running LLMs Locally / Prompt Engineering for Text-to-image

• PowerInfer (⭐7.8k): a high-speed inference engine for deploying LLMs locally

Function Calling / Prompt Engineering for Text-to-image

• Nexusflow/NexusRaven-V2-13B · Hugging Face: "surpassing GPT-4 for Zero-shot Function Calling"

GPTs and Assistant API / Prompt Engineering for Text-to-image

• Featured GPTs: curated custom GPTs list for daily tasks

Autonomous LLM Agents / Prompt Engineering for Text-to-image

• Practices for Governing Agentic AI Systems: paper by OpenAI that offers a set of practices for keeping agents’ operations safe and accountable.

• [2312.05230] Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning

LLM Evaluation / Multi-agents

• LLM Testing Guide: Comprehensive Strategies for Testing and Behavior Analysis by Kolena

• Chatbot Arena: benchmarking LLMs through pairwise confrontation and evaluation

• [2311.12022] GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Attacks on LLMs / Multi-agents

• [2310.04451] AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Text-related Generative Tools / Multi-agents

• AICamp: ChatGPT for Teams

• Yomu: AI writing assistant for students and academics

• Google Sheets Formula Generator: Forget about frustrating formulas in Google Sheets.

• Elephas: Personal AI writing assistant for the Mac.

• Lemmy: Autonomous AI Assistant for Work.

AI Tools for Research / Multi-agents

• GummySearch: AI-based customer research via Reddit. Discover problems to solve, sentiment on current solutions, and people who want to buy your product.

Image Synthesis / Multi-agents

• OutfitAnyone - a Hugging Face Space by HumanAIGC: Ultra-high quality virtual try-on for Any Clothing and Any Person

• StockPhotoAI.net: Great stock photos, made for you.

Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools

• InteriorAIDesigns: a platform which allows the easy redesign of rooms.

• PhotoAIStudio: a AI-powered photoshot platform with multiple styles

Image Segmentation / Deforum

• SDV (Stable Diffusion Image To Video): generates 3 seconds of video in about 30 seconds using an A100 GPU on Colab+.

• StemGen: A music generation model that listens

Inbox: Speech-to-text (STT) and spoken content analysis / Deforum

• shashikg/WhisperS2T (⭐264): An Optimized Speech-to-Text Pipeline for the Whisper Model

• CostGPT: Software Development Cost Calculator: "find the cost, time and the best tech stack for any kind of software, tools that you want to build using the power of AI"

• codefuse-ai/Awesome-Code-LLM (⭐1.2k): a curated list of language modeling researches for code and related datasets.

Multimodal Embedding Space / Deforum

• Ego-Exo4D: a foundational dataset by Meta for research on video learning and multimodal perception Dataset Download

• Carolina: General Corpus of Contemporary Brazilian Portuguese with provenance and typology information - Corpus Geral do Português Brasileiro Contemporâneo

• gabolsgabs/DALI (⭐345): a large Dataset of synchronised Audio, LyrIcs and vocal notes

Interesting GitHub Repositories / Deforum

• [🔥] Structured State Space for Sequence Modeling (S4) (⭐2.3k): Stole generation from the gods

Auxiliary tools and concepts / Deforum

• PromptPal: Search for prompts and bots, then use them with your favourite AI. All in one place.

• Never Jobless LinkedIn Message Generator: Maximize Your Interview Chances with AI-Powered LinkedIn Messaging.

• Aispect: New way to experience events.

• SiteGPT: Make AI your expert customer support agent.

• PressPulse AI: Get personalized media coverage leads every morning.

• GPTHelp.ai: ChatGPT for your website / AI customer support chatbot.

• Taplio: The all-in-one, AI-powered LinkedIn tool.

Dimension reduction techniques / Deforum

• Why you should use Topological Data Analysis over t-SNE or UMAP?

• YingfanWang/PaCMAP: PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure (⭐486)

• UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

• Visualizing Data using t-SNE

8. Awesome Qubes OS

Templates

• Pentesting: Kali - How to create a Kali Linux VM.

Qubes OS Legends / Web articles

• ClaraCrazy (⭐39) - Qubes OS Discord server owner & Just amazing!.

9. Colorful

Color Palettes / Web App

• Realtime Colors - Visualize Your Colors & Fonts On a Real Site.

10. Awesome Microservices

Security / Scala

• Open Ziti - Zero trust security and overlay networking as pure open source software.

Messaging / Scala

• MQTT - MQ Telemetry Transport.

11. Awesome Graphql

Miscellaneous / React

• WunderGraph Cosmo (⭐635) - The Open-Source GraphQL Federation Solution with Full Lifecycle API Management for (Federated) GraphQL. Schema Registry, composition checks, analytics, metrics, tracing and routing.

Go / React

• graphql-go-tools (⭐667) - A graphQL Router / API Gateway framework written in Golang, focussing on correctness, extensibility, and high-performance. Supports Federation v1 & v2, Subscriptions & more.

12. Awesome Selfhosted

Software / Communication - Email - Complete Solutions

• Stalwart Mail Server - All-in-one mail server with JMAP, IMAP4, and SMTP support and a wide range of modern features. (Source Code (⭐4.2k)) AGPL-3.0 Rust/Docker

Software / Database Management

• Azimutt - Visual database exploration made for real world databases (big and messy). Explore your database schema as well as data, document them, extend them and even get analysis and guidelines. (Demo, Source Code (⭐1.2k)) MIT Elixir/Nodejs/Docker

• WebDB - Efficient database IDE. (Demo, Source Code) AGPL-3.0 Docker

Software / Groupware

• Digipad - An online self-hosted application for creating collaborative digital notepads (Documentation in french). (Source Code) AGPL-3.0 Nodejs

Software / Miscellaneous

• Digiwords - A simple online application for creating word clouds (documentation in French). (Source Code) AGPL-3.0 Nodejs/PHP

13. Free for Dev

APIs, Data, and ML

• BrowserCat - Headless browser API for automation, scraping, AI agent web access, image/pdf generation, and more. Free plan with 1k requests per month.

Security and PKI

• Public Cloud Threat Intelligence — High confidence Indicator of Compromise(IOC) targeting public cloud infrastructure, A portion is available on github (https://github.com/unknownhad/AWSAttacks (⭐240)). Full list is available via API

Forms

• Tapform.com — Includes unlimited forms, unlimited fields, and unlimited submissions for free. Forms can either be displayed in a standard or a chat format.

Other Free Resources

• SimpleBackups.com — Backup automation service for servers and databases (MySQL, PostgreSQL, MongoDB) stored directly into cloud storage providers (AWS, DigitalOcean, and Backblaze). Provides a free plan for 1 backup.

• SimpleRestore - Hassle-free MySQL backup restoration. Restore MySQL backups to any remote database without code or a server.

14. Discount for Student Dev

IDE and Code Editing

• Visual Studio Community 2022 [FREE] - IDE for C#, Javascript, C++ and others. Latest release includes Xamarin.

• itemis CREATE(formerly Yakindu) [FREE] - An integrated modelling environment for the specification and development of reactive, event-driven systems based on the concept of state machines. itemis CREATE Professional Edition free after application.

Version Control

• AccessLint [FREE] - AccessLint brings automated web accessibility testing into your development workflow. Unlimited use for public and private repositories while you are a student.

15. Awesome Hacking

Other Useful Repositories

• Repository: CVE PoC updated daily (⭐6.4k)

  Description: List of CVE Proof of Concepts (PoCs) updated daily by Trickest

16. Awesome Geojson

validation

• antimeridian (⭐42): Fix GeoJSON polygons that cross the antimeridian (Python package)

17. Awesome Kubernetes

Featured On

• Are you Ready to Manage your Infrastructure like Google?

18. Awesome Broadcasting

NMOS

• DELTACAST IP Virtual Card NMOS samples (⭐5) - A demonstration of the integration of several NMOS standards with the DELTACAST IP Virtual Card through nmos-cpp (⭐136).

19. Awesome Digital History

Archives and primary sources / Africa

• PARC - Portal for African Research Collections: PARC is the new meta-catalogue for the Africana collections at the research location Basel.

Archives and primary sources / Global

• HMML - Hill Museum & Manuscript Library. Digital collection of manuscripts from around the world.

20. Awesome Lidar

Manufacturers

• PreAct - PreAct's mission is to make life safer and more efficient for the automotive industry and beyond. The headquarter is located in Portland, Oregon, USA.
  • YouTube channel

21. Awesome Plotters

Software / Vector Creation

• plotting-maps (⭐38) - A simple web tool to create OpenStreetMap SVG maps for plotting.

Inspiration, Instruction, and Research / Fonts

• From Lettering Guides to CNC Plotters - "A Brief History of Technical Lettering Tools".

22. Awesome Electronics

Learning / Courses

• NEETS (Navy Electricity and Electronics Training Series) - U.S. Navy Non-Resident Training Course Material.

• NPTEL - Has all free engineering courses including electronics, electrical and communcation engineering.

• Udemy courses related to Electronics - Top paid courses available on Udemy.

• Coursera courses related to Electronics - Includes some free courses that provide e-certificates on completion.

Learning / Theory

• Basic Electronics PPT - Contains conceptual explaination of diode, BJT, J/MOS-FET, LED, 7 seg display, photo-resistor/diode/transistor

• Electronics textbook - Text covers design and function of electronic circuits and components, DC analysis, and AC analysis.

• Student Handbook - Language used in this book easily understandable covers evolution, fundamentals, diode, rectifiers, transistors and its applications, SCR, DIAC and TRIAC.

• Electronics circuits and systems - Quality free e-book covering all topics under circuits and systems, highly recommended for conceptual understanding.

Gerber Viewers / Installable

• ZofZPCB - FREE 3D Gerber Viewer.

CAD Specific / KiCad

• KiBot (⭐519) - Generate the fabrication and documentation files for your KiCad projects easily, repeatable, and most of all, scriptably.

CAD Specific / Altium

• Altium Designer Libraries - .IntLib and .PcbLib of electronic components from different manufacturers.

Miscellaneous Software Projects / Altium

• NinjaCalc - An embedded engineering calculator toolbox for doing calculations in a breeze.

• Saturn PCB Design Toolkit - The Saturn PCB Toolkit is the best freeware resource for PCB related calculations you can find.

23. Awesome Iot

Software / Middlewares

• Zilla (⭐419) - A Multi-protocol event-native edge/service proxy that supports standard protocols such as HTTP, SSE, gRPC, MQTT and the native Kafka protocol.

24. Awesome Flame

Tutorial by imaNNeo - Color Switch Game tutorial - (2023-10-06)

• 0. Overview and Introduction of Flutter / Flame game tutorials 🔍

• 1. Flame Component System (FCM) & Event handling 🎊

• 2. Camera and World components 🎥

• 3. Sprite & Custom Components 🖼️

• 4. Collision detection 💥

• 5. Pause menu, Decorators and Overlays ⏸️

• 6. Scoring and Flame Engine Particles ✨

• 7. Flame Audio and Sound Effects 🔊

• 8-final. Polishing and Optimizing🌟

Other Articles & Tutorials

• Introduction to Flame with Flutter - Build a Breakout game with Flutter state management integration. By Brett Morgan

25. Awesome Playcanvas

Browser Games

• Continental Marble Adventure - Marble game for Continental's 150 year anniversary.

• Jungle Friends - Earn coins by helping your animal friends.

26. Game Datasets

Dataset / Web

• 320K Roblox App Google Store Reviews - Google Store reviews of Roblox.

• Board Games Dataset - Board Games Dataset from BoardGameGeek.

Dataset / Related

• Steam Games Dataset - Dataset scraped from Steam search system.

• Video Games Data - Video games synopse.

27. Awesome PICO 8

Contents / Clones

• Pikuseru (⭐54) - Open Source Fantasy Console in pure Rust [Core].

28. Awesome Love2d

AI

• pathfun - Pure Lua library for 2D pathfinding using the funnel algorithm.

Platforms

• LÖVE Potion (⭐529) - Unofficial implementation of the LÖVE for Nintendo (3DS, Switch and Wii U) Homebrew.

UI

• cimgui-love - LÖVE module for Dear ImGui obtained by wrapping cimgui (programmatically generated C-api) using LuaJIT FFI, easy to update to the latest Dear Imgui version.

29. Awesome Godot

Projects / Godot 4.0

• GodSVG (⭐1.1k) - Tool to create optimized Scalable Vector Graphics files.

30. Awesome Ironsworn

Hacks and homebrew / Ironsworn

• Darkest Delves - Torchlight and darkness for Ironsworn: Delve

31. Awesome Svelte

WebGL / Checkbox

• threlte - Svelte wrapper for three.js

32. Awesome Yew

Templates

• Yew minimlistic template (⭐0) - A minimalistic template for quickly starting a project on yew.

33. Awesome Tailwindcss

Useful Links

• 💙 Discord - Official Discord server to connect with other community members about Tailwind CSS.

Plugins

• 💙💼 Container queries (⭐1.1k) - Provides utilities for container queries.

• 🎨🧩 Tailwind Elements (⭐13k) - Extends Tailwind CSS with 500+ interactive components (datepickers, modals, forms, tables, darkmode).

• 💼 Full bleed background and borders (⭐49) - Provides utilities for extended backgrounds and borders.

• 💼 Tailwind CSS 3D (⭐207) - Adds 3D transform utilities and animations.

• 🧩 Debug screens (⭐595) - Adds a component that shows the currently active screen (responsive breakpoint).

Tools

• 💙💼 Prettier plugin (⭐5.3k) - Official Tailwind CSS plugin for Prettier.

• 🌍 Typography playground - Tool for trying different Google Fonts combinations with the Tailwind CSS typography plugin.

• 🔼🌍 Prefixer - Tailwind classes' prefixer tool.

• 💼 Tails DevTools (⭐249) - All-in-one browser extension for Tailwind CSS.

• 💼 Impulse.dev (⭐455) – UI editor for Tailwind CSS and React that edits your code.

• 🌍 Static Tailwind - The most used Tailwind classes, precompiled, with no build step.

UI Libraries, Components & Templates

• 💙📁 Catalyst - Beautiful, accessible application UI kit for React.

• 📚 TWC - Lightweight library to create reusable React + Tailwind CSS components in one line.

• 📁 Petra (⭐31) - Free landing page template built with Nuxt.js & Tailwind CSS.

34. Awesome Blazor

Videos / Others

• ASP.NET Community Standup - Blazor Experiments + eShop Q&A - December 12, 2023 - In this session, we will show you some experimental ideas for Blazor and .NET+WASI and answer your questions about the .NET eShop Blazor App. Community links.

Articles / Others

• Per-User Blazor 8 State - November 28, 2023 - Per-User Blazor 8 State.

• Blazor 8 State Management - October 12, 2023 - Blazor 8 State Management.

35. Awesome Lit

Videos / Other Tools

• Lit 3.0 Launch Event

36. Awesome Preact

Contents / Example Apps

• Trellith - Tiny Trello Clone PWA (GitHub Project (⭐12)).

37. Awesome Vue

Components & Libraries / Frameworks

• Dolphin Admin (⭐63) - An open source, free, lightweight, out-of-the-box, internationalized admin template based on Vue 3 + Vite + Naive UI + TypeScript + TailwindCSS. Live demo

Components & Libraries / UI Components

• vuetify-drilldown-table (⭐12) - The Vuetify Drilldown Table is a powerful component that enhances the functionality of the Vuetify framework's v-data-table and v-data-table-server. It provides a recursive table structure, allowing you to display hierarchical data in a nested format.

• vue-code-block (⭐37) - Vue 3 CodeBlock - Highlight your code with ease using this syntax highlighting component powered by PrismJS or Highlight.js.

• vuetify-color-field (⭐6) - Vuetify Color Field is a Vuetify VTextField Color Picker Component

• vuetify-inline-fields (⭐20) - Vuetify Inline Fields Component Library offers a comprehensive collection of reusable UI components to create elegant and efficient inline form fields within your applications.

38. Awesome Design Systems

• : Adjust Atlas

  Components: 👍

  Voice & Tone: 👍

  Designers Kit: 👍

  Source code *:

• : Co-op Experience Library

  Components: 👍

  Voice & Tone: 👍

  Designers Kit: 👍

  Source code *: 🐙 (⭐4)

• : Documenso Design System

  Components: 👍

  Voice & Tone:

  Designers Kit: 👍

  Source code *: 🐙 (⭐6.1k)

• : Shoelace

  Components: 👍

  Voice & Tone: 👍

  Designers Kit:

  Source code *: 🐙 (⭐12k)

• : Shadcn/ui

  Components: 👍

  Voice & Tone:

  Designers Kit:

  Source code *: 🐙

• : Strapi Design System

  Components: 👍

  Voice & Tone:

  Designers Kit:

  Source code *: 🐙 (⭐425)

• : Vibe

  Components: 👍

  Voice & Tone:

  Designers Kit: 👍

  Source code *: 🐙 (⭐393)

39. Webcomponents the Right Way

Component Libraries

• AnywhereUI (⭐24) - Collection of rich web components that includes framework bindings. Created with StencilJS.

40. Awesome React Components

Databases / Lazy Load

• BCMS (⭐302) - API-based, open-source, self-hostable content management system for Gatsby, Nuxt and Next.

41. Awesome Vite

Templates / Vue 3

• arco-admin (⭐96) - Vite + ArcoDesign + TypeScript follows ESM standards, offering an out-of-the-box,standardized, feature-rich template for middle and back-office management systems.

Templates / React

• gravity-ui-vite-template (⭐1) - Template with Gravity UI ecosystem (React, TypeScript, Gravity UI, Vite, Husky, ESLint, Prettier, Lint-staged).

• vite-react-component-library-starter (⭐32) - A starter template for creating React component libraries with TypeScript, Tailwind CSS, Storybook, Vitest, ESLint, Prettier, Husky, and GitHub Action.

Framework-agnostic Plugins / Integrations

• vite-plugin-legacy-swc (⭐52) - Legacy browser support with SWC.

Framework-agnostic Plugins / Loaders

• vite-plugin-lqip (⭐41) - Generate low quality image placeholders (LQIP).

• vite-plugin-ms-clarity (⭐2) - Inject the Microsoft Clarity script to index.html.

Framework-agnostic Plugins / Transformers

• unplugin-generate-component-name (⭐19) - Automatically generate component's name.

Framework-agnostic Plugins / Helpers

• vite-plugin-ngrok (⭐18) - Integration with Ngrok, allowing you to easily share your local development server.

• vite-plugin-docker (⭐4) - Docker utility based on Dockerode.

• vite-plugin-api-routes (⭐27) - Generate route mapping for API Routes services from the directory tree.

WordPress / Community

• Kima (⭐16) - Starter theme with Twig.

42. Awesome Typescript

Module Bundlers / Playground

• Farm - Extremely fast Vite-compatible web build tool written in Rust

• Rspack - A fast Rust-based web bundler 🦀️

CSS In JS With Types / Playground

• PandaCSS - CSS-in-JS with build time generated styles, RSC compatible, multi-variant support, and best-in-class developer experience

• Vanilla-Extract - Use TypeScript as your preprocessor. Write type‑safe, locally scoped classes, variables and themes, then generate static CSS files at build time

• StyleX - StyleX is a JavaScript library for defining styles for optimized user interfaces

Mobile / Playground

• 🐙 ReactNative - Create native apps for Android, iOS, and more using React

Acknowledgements / Chrome Extensions

• 2023 - ⚒ Thank you Hamza ( @Hamza12700 https://github.com/Hamza12700 ) for more than 15 merged pull requests (⭐4.5k). Great contribution to keeping this list up-to-date with modern TypeScript projects. Contributor of the year 2023.

43. Awesome Newsletters

General Web Development

• Syntax Snack Pack. Bi-weekly web dev newsletter with curated links + news from the Syntax.fm podcast.

Python / Svelte

• Python Trending Weekly. A free weekly newsletter featuring noteworthy articles, tutorials, open-source projects, podcasts, videos, trending topics, and more. It is written in Chinese, but most of the shared links come from the English-speaking world.

Security / Svelte

• Phishing Stories. The One Email CIOs & CISOs Actually Want Their Employees to Open.

44. Awesome Neovim

Plugin Manager

• nvim-neorocks/rocks.nvim (⭐626) - A modern approach to plugin management using Luarocks, inspired by Cargo.

(requires Neovim 0.5)

• jmbuhr/otter.nvim (⭐460) - Provides LSP features and a nvim-cmp completion source for languages embedded in other documents.

AI / Diagnostics

• Exafunction/codeium.nvim (⭐697) - Free, ultrafast Copilot alternative. Supports LSP and Tree-sitter.

Programming Languages Support / Diagnostics

• quarto-dev/quarto-nvim (⭐334) - Tools for working with Quarto documents.

Markdown and LaTeX / Diagnostics

• mpas/marp-nvim (⭐20) - Present using markdown with Marp.

Search / Diagnostics

• FabianWirth/search.nvim (⭐172) - Tabs for different Telescope pickers.

• backdround/improved-search.nvim (⭐54) - Add search abilities.

File Explorer / Diagnostics

• rolv-apneseth/tfm.nvim (⭐79) - Similar to fm-nvim, this provides Neovim integration for several popular terminal file managers (including yazi (⭐14k)).

Icon / Diagnostics

• 2KAbhishek/nerdy.nvim (⭐137) - Find and insert the latest nerd font glyphs.

Utility / Diagnostics

• mateuszwieloch/automkdir.nvim (⭐16) - Automatically create non-existent parent directories when writing a file.

• ragnarok22/whereami.nvim (⭐14) - Test your VPN by getting you current location.

• ariel-frischer/bmessages.nvim (⭐43) - Replace the default :messages window with a configurable, auto-updating buffer.

• LintaoAmons/easy-commands.nvim (⭐85) - A collection of intuitive, easily searchable, and ready-to-use commands.

• backdround/tabscope.nvim (⭐45) - Make tab-local buffers.

Git / Diagnostics

• 2KAbhishek/co-author.nvim (⭐22) - Quickly add co-authors to commits.

Motion / Diagnostics

• backdround/neowords.nvim (⭐55) - Hops by any type of words. It gives fine control over w, e, b, ge movements.

• backdround/improved-ft.nvim (⭐38) - Improve default f/t abilities.

Keybinding / Diagnostics

• FeiyouG/commander.nvim (⭐373) - Create and manage keybindings and commands in a more organized manner and search them quickly through Telescope.

Editing Support / Diagnostics

• hiberabyss/bzlops.vim (⭐4) - Help to manage your bazel build rule.

45. Awesome Tmux

Tools and session management

• sessionx (⭐616) A Tmux session manager, with preview, fuzzy finding, and MORE

• tea (⭐23) Session manager with previews, integration with tmuxinator, fzf and more, inspired by t

Themes

• tmux2k (⭐160): Colorful and informative tmux theme.

Plugins

• tmux-filter (⭐4) Filter the current buffer by some text/pattern, very useful for viewing logs.

• tmux-tilit (⭐23) A more streamlined and enhanced version of tmux-tilish focusing on simplicity.

46. Awesome Zsh Plugins

zinit

• 175+ perl, python, bash, ZSH scripts

Plugins / superconsole - Windows-only

• autoenv (⭐5.7k) - Directory-based environments.

• calc (arzzen) (⭐129) - A calculator for ZSH.

• calc (sam-programs) (⭐3) - Allows you to run math calculations with no prefixes.

• kubecolor (devopstales) (⭐6) - Adds aliases for the kubecolor command.

• kubeconfig-mgr (⭐7) - Makes managing multiple kubeconfig files easier.

• llm-suggestions (⭐24) - Type something in English at the prompt, hit a definable key, and it uses LLM to generate a command line for you.

• multi-sshacc (⭐0) - Manages multiple git with different ssh keys per repo.

• terminal-aliases (⭐11) - Adds convenience aliases for [terraform] [git] and more.

Completions / superconsole - Windows-only

• aircrack (⭐5) - Adds completions for airbase-ng, aircrack-ng, airdecap-ng, airdecloak-ng, aireplay-ng, airmon-ng, airodump-ng, airolib-ng, airserv-ng, airtun-ng, airventriloquist-ng.

Themes / superconsole - Windows-only

• bigyls (⭐2) - Based on lpha3cho (⭐40). Includes decorators for date, time, IP address, git status, plugins and current directory.

• gabriel2m (⭐0) - Minimalist theme with decorators for the current directory and git status.

• lacerate (⭐0) - Minimalist theme with decorations for git, hg and python venv status.

• lambda (bluedragon1221) (⭐2) - Includes decorators for current directory and git status.

• madas (⭐0) - Inspired by af-magic. Includes decorators for git status, user@host, and whether the last command failed.

• niotna (⭐2) - Includes decorators for git status and current directory. Customizable colors.

• paramour (⭐0) - Simple and clean, has decorators for git status, username, time, current directory and username. Requires a nerd font in your terminal.

• parrot-htb (⭐0) - Includes decorators for current directory, git status and username@hostname.

• zenith (⭐0) - Minimalist. Includes decorators for username, current directory and git status.

47. Awesome Bash

Books and Resources

• Safe ways to do things in bash (⭐4.6k) - How to do things safely in Bash.

Shell Script Development

• shellharden (⭐4.6k) - The corrective bash syntax highlighter.

48. Awesome Devtools

Tools / Regex

• Softwium - Regular Expression Visualizer.

49. Awesome Azure Openai Llm

RAG Pipeline & Advanced RAG

• RAG Pipeline
  1. Indexing Stage: Preparing a knowledge base.
  2. Querying Stage: Querying the indexed data to retrieve relevant information.
  3. Responding Stage: Generating responses based on the retrieved information. ref

Vector Database Comparison / Vector Database Options for Azure

• Vector search - Azure AI Search (⭐717): ref Rebranded from Azure Cognitive Search [Oct 2019] to Azure AI Search [Nov 2023]

Azure Reference Architectures / Azure AI Search

• Vector Search Sample Code: git (⭐717) [Apr 2023]

Prompt Engineering / Prompt Template Language

• Chain of Thought (CoT): Chain-of-Thought Prompting Elicits Reasoning in Large Language Models [cnt]: ReAct and Self Consistency also inherit the CoT concept. [28 Jan 2022]

• Large Language Models as Optimizers: [cnt]: Take a deep breath and work on this problem step-by-step. to improve its accuracy. Optimization by PROmpting (OPRO) [7 Sep 2023]

MLLM (multimodal large language model) / GPT series release date

• Multimodal Foundation Models: From Specialists to General-Purpose Assistants: [cnt]: A comprehensive survey of the taxonomy and evolution of multimodal foundation models that demonstrate vision and vision-language capabilities. Specific-Purpose 1. Visual understanding tasks 2. Visual generation tasks General-Purpose 3. General-purpose interface. [18 Sep 2023]

• Awesome Multimodal Large Language Models (⭐11k): Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation. [Jun 2023]

• CLIP: [cnt]: CLIP (Contrastive Language-Image Pretraining), Trained on a large number of internet text-image pairs and can be applied to a wide range of tasks with zero-shot learning. git (⭐24k) [26 Feb 2021]

• LLaVa: [cnt]: Large Language-and-Vision Assistant git [17 Apr 2023]
  • Simple linear layer to connect image features into the word embedding space. A trainable projection matrix W is applied to the visual features Zv, transforming them into visual embedding tokens Hv. These tokens are then concatenated with the language embedding sequence Hq to form a single sequence. Note that Hv and Hq are not multiplied or added, but concatenated, both are same dimensionality.
  • LLaVA-1.5: [cnt]: is out! git (⭐19k): Changing from a linear projection to an MLP cross-modal. [5 Oct 2023]

• Video-ChatGPT: [cnt]: a video conversation model capable of generating meaningful conversation about videos. / git (⭐1.1k) [8 Jun 2023]

• MiniGPT-4 & MiniGPT-v2: [cnt]: Enhancing Vision-language Understanding with Advanced Large Language Models git [20 Apr 2023]

• TaskMatrix, aka VisualChatGPT: [cnt]: Microsoft TaskMatrix git (⭐35k); GroundingDINO + SAM git [8 Mar 2023]

• GroundingDINO: [cnt]: DINO with Grounded Pre-Training for Open-Set Object Detection git (⭐6k) [9 Mar 2023]

• BLIP-2 [30 Jan 2023]: [cnt]: Salesforce Research, Querying Transformer (Q-Former) / git (⭐9.4k) / ref / Youtube / BLIP: [cnt]: git (⭐4.6k) [28 Jan 2022]
  • Q-Former (Querying Transformer): A transformer model that consists of two submodules that share the same self-attention layers: an image transformer that interacts with a frozen image encoder for visual feature extraction, and a text transformer that can function as both a text encoder and a text decoder.
  • Q-Former is a lightweight transformer which employs a set of learnable query vectors to extract visual features from the frozen image encoder. It acts as an information bottleneck between the frozen image encoder and the frozen LLM.

• Meta (aka. Facebook)
  1. facebookresearch/ImageBind: [cnt]: ImageBind One Embedding Space to Bind Them All git (⭐8.2k) [9 May 2023]
  2. facebookresearch/segment-anything(SAM): [cnt]: The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model. git (⭐46k) [5 Apr 2023]
  3. facebookresearch/SeamlessM4T: [cnt]: SeamlessM4T is the first all-in-one multilingual multimodal AI translation and transcription model. This single model can perform speech-to-text, speech-to-speech, text-to-speech, and text-to-text translations for up to 100 languages depending on the task. ref [22 Aug 2023]
  4. Chameleon: Early-fusion token-based mixed-modal models capable of understanding and generating images and text in any arbitrary sequence. The unified approach uses fully token-based representations for both image and textual modalities. [16 May 2024]
  5. Models and libraries

• Microsoft
  1. Language Is Not All You Need: Aligning Perception with Language Models Kosmos-1: [cnt] [27 Feb 2023]
  2. Kosmos-2: [cnt]: Grounding Multimodal Large Language Models to the World [26 Jun 2023]
  3. Kosmos-2.5: [cnt]: A Multimodal Literate Model [20 Sep 2023]
  4. BEiT-3: [cnt]: Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks [22 Aug 2022]
  5. TaskMatrix.AI: [cnt]: TaskMatrix connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting. [29 Mar 2023]

• Optimizing Memory Usage for Training LLMs and Vision Transformers: When applying 10 techniques to a vision transformer, we reduced the memory consumption 20x on a single GPU. ref / git (⭐84) [2 Jul 2023]

50. Static Analysis

Other / Other

• larastan (⭐5.4k) — Adds static analysis to Laravel improving developer productivity and code quality. It is a wrapper around PHPStan.

51. Awesome Jax

Libraries / New Libraries

• XLB - A Differentiable Massively Parallel Lattice Boltzmann Library in Python for Physics-Based Machine Learning.

Papers / NumPyro

• XLB: A Differentiable Massively Parallel Lattice Boltzmann Library in Python. Mohammadmehdi Ataei, Hesam Salehipour. arXiv 2023. - White paper describing the XLB library: benchmarks, validations, and more details about the library.

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