Awesome List Updates on Mar 25 - Mar 31, 2024

What Are Tools Anyway?: 1. For a small number (e.g., 5–10) of tools, LMs can directly select from contexts. However, with a larger number (e.g., hundreds), an additional retrieval step involving a retriever model is often necessary. 2. LM-used tools incl. Tool creation and reuse. Tool is not useful when machine translation, summarization, and sentiment analysis (among others). 3. Evaluation metrics [18 Mar 2024]

LangChain vs Competitors / Prompt Template Language

Semantic Kernel supports HandleBars and Jinja2. [Mar 2024]

Prompt Engineering / Prompt Template Language

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1. FireAct: [cnt]: Toward Language Agent Fine-tuning. 1. This work takes an initial step to show multiple advantages of fine-tuning LMs for agentic uses. 2. Duringfine-tuning, The successful trajectories are then converted into the ReAct format to fine-tune a smaller LM. 3. This work is an initial step toward language agent fine-tuning, and is constrained to a single type of task (QA) and a single tool (Google search). / git [9 Oct 20239]
2. RankPrompt: Self-ranking method. Direct Scoring independently assigns scores to each candidate, whereas RankPrompt ranks candidates through a systematic, step-by-step comparative evaluation. [19 Mar 2024]
3. Language Models as Compilers: With extensive experiments on seven algorithmic reasoning tasks, Think-and-Execute is effective. It enhances large language models’ reasoning by using task-level logic and pseudocode, outperforming instance-specific methods. [20 Mar 2023]

Prompt Guide & Leaked prompts / Prompt Template Language

Anthropic Prompt Library: Anthropic released a Claude 3 AI prompt library [Mar 2024]

Other techniques and LLM patterns / Llama Finetuning

Sakana.ai: Evolutionary Optimization of Model Merging Recipes.: A Method to Combine 500,000 OSS Models. git (⭐1.2k) [19 Mar 2024]

3. Visual Prompting & Visual Grounding / Llama Finetuning

What is Visual prompting: Similarly to what has happened in NLP, large pre-trained vision transformers have made it possible for us to implement Visual Prompting. doc [26 Apr 2023]

What is Visual Grounding: Visual Grounding (VG) aims to locate the most relevant object or region in an image, based on a natural language query.

Screen AI: ScreenAI, a model designed for understanding and interacting with user interfaces (UIs) and infographics. Refer to Generated Annotation image. [Mar 2024]

OpenAI's Roadmap and Products / OpenAI Products

New embedding models text-embedding-3-small: Embedding size: 512, 1536 text-embedding-3-large: Embedding size: 256,1024,3072 [25 Jan 2024]

OpenAI's Roadmap and Products / GPT series release date

GPT 3.5: 3 variants each with 1.3B, 6B, and 175B parameters. [15 Mar 2022] Estimate the embedding size of OpenAI's gpt-3.5-turbo to be about 4,096

Evolutionary Tree of Large Language Models / GPT series release date

LLM evolutionary tree

Section 9: Applications and Frameworks / Korean

Open100: Top 100 Open Source achievements.

9. Awesome Langchain

Other LLM Frameworks / Videos Playlists

Codel (⭐2k): ✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.

10. Awesome Kde

Internet & Networking

NeoChat - Matrix network client for KDE 📌.

Tokodon - Tokodon is a Mastodon client. It allows you to interact with the Fediverse community 📌.

Office & Productivity

GhostWriter - No distraction markdown editor 📌.

Utilities & Tools

QOwnNotes - Note taking app with cloud integration, web and mobile support.

Development & Programming

Kate - Kate is a Feature-Packed Code Editor with advanced support for LSP, Syntax Highlighting, multi-cursoe and more 📌.

Plasma desktop / Extensions

Polonium - The successor of Bismuth for KDE Plasma 6.

11. Awesome Ddd

Community Resources

DDD North America - Upcoming live training, events, and user groups across North America.

12. Awesome Plotters

Hardware / Plotters

PlotterXY (⭐37) - A coreXY plotter made from extrusion, 3d-printed parts, and an inexpensive 3d-printer control board.

Inspiration, Instruction, and Research / Fonts

Building an interactive plotter art installation - Nice writeup (with videos) of an interactive plotter art exhibit at SIGGRAPH 2023.

13. Awesome Neovim

AI / Diagnostics

simplegpt.nvim (⭐10) - Provide a simple yet flexible way to construct and send questions to ChatGPT.

File Explorer / Diagnostics

prichrd/netrw.nvim (⭐205) - Add icons and custom keybindings to netrw.

Utility / Diagnostics

SUSTech-data/neopyter (⭐69) - The bridge between Neovim and jupyter lab, edit in Neovim and preview/run in jupyter lab.

terje/simctl.nvim (⭐27) - Interact with iOS Simulators.

Git / Diagnostics

echasnovski/mini.nvim#mini.diff (⭐4.7k) - Module of mini.nvim to interactively visualize difference between buffer text and its reference. Provides toggleable detailed overview in text area, built-in apply/reset/textobject/goto mappings, and more.

GitHub / Diagnostics

rawnly/gist.nvim (⭐176) - Create a GitHub Gist from the current file (powered by gh).

14. Awesome Polars

Libraries/Packages/Scripts / Python

polars_ta (⭐75) - Python package that provides technical indicator operators rewritten in Polars by @wukan1986.

QuickEcharts (⭐21) - Python package for fast and easy echarts with Polars backend by @AdrianAntico.

Resources / Blog posts

Anatomy of a Polars Query: A Syntax Comparison of Polars vs SQL - A post that compares Polars syntax to SQL by @bfeif.

15. Awesome Vite

Templates / Vue 3

vue3-vant-mobile (⭐1k) - Vite5 + Vue3 + Vant4 + Pinia + Vue-Router4 + TypeScript Mobile Template.

vite-plugin-vue-style-bundler (⭐6) - Auto bundle Vue/sfc styles into JavaScript.

Templates / React

vite-complete-react-app (⭐5) - Starter template for building web applications using React, TypeScript, Redux Toolkit, React Router, Axios, Sass, Moment, ESLint, Prettier and React Testing Library.

Framework-agnostic Plugins / Transformers

@import-meta-env/unplugin (⭐204) - Inject environment variables into the import.meta.env object after building the application instead of statically replacing it during production.

16. Awesome Go

Networking

natiu-mqtt (⭐83) - A dead-simple, non-allocating, low level implementation of MQTT well suited for embedded systems.

17. Awesome Creative Coding

Sound Programming Languages

Orca - Live coding environment to quickly create procedural sequencers.

Online

Hydra - Live code-able video synth and coding environment.

18. Free for Dev

Tools for Teams and Collaboration

Proton Pass — Password manager with built-in email aliases, 2FA authenticator, sharing and passkeys. Available on web, browser extension, and mobile app and desktop.

Security and PKI

aikido.dev — All-in-one appsec platform covering SCA, SAST, CSPM, DAST, Secrets, IaC, Malware, Container scanning, EOL,... Free plan includes two users, scanning of 10 repos, 1 cloud, 2 containers & 1 domain.

Vulert - Vulert continuously monitors your open-source dependencies for new vulnerabilities, recommends fixes, without requiring installation or access to your codebase. Free for open-source projects.

Authentication, Authorization, and User Management

WorkOS - Free user management and authentication for up to 1 Million MAUs. Support email + password, social auth, Magic Auth, MFA, and more.

19. Awesome React Components

Captcha

procaptcha (⭐30) - demo - docs - Privacy focused free CAPTCHA

20. Awesome Icons

Generic

Devicon - A set of icons representing programming languages, designing & development tools. You can use it as a font or directly copy/paste the svg code into your project.

21. Awesome Ai4lam

Policies and recommendations / Surveys of policies and recommendations

Responsible AI in Libraries and Archives - IMLS funded project to produce tools and strategies that support responsible use of AI in the field (2022-2025)

22. Awesome Agi Cocosci

Science Logology / Laboratory Automation

Organic synthesis in a modular robotic system driven by a chemical programming language - Science, 2019. [All Versions]. [Preprint]. [Perspective: Democratizing synthesis by automation]. This paper develops an autonomous compiler and robotic laboratory platform to synthesize organic compounds on the basis of standardized methods descriptions. The platform comprises conventional equipment such as round-bottom flasks, separatory funnels, and a rotary evaporator to maximize its compatibility with extant literature. The authors showcase the system with short syntheses of three common pharmaceuticals that proceeded comparably to manual synthesis.

A universal system for digitization and automatic execution of the chemical synthesis literature - Science, 2020. [All Versions]. [Preprint]. [XDL Documentation]. [XDL Schema Database]. This paper reports a software platform that uses natural language processing to translate the organic chemistry literature directly into editable code, which in turn can be compiled to drive automated synthesis of the compound in the laboratory.

Digitization and validation of a chemical synthesis literature database in the ChemPU - Science, 2020. [All Versions]. [Preprint]. This paper presents an automatically executable chemical reaction database of 100 molecules representative of the range of reactions found in contemporary organic synthesis. The chemical reaction codes or χDLs for the reactions have been stored in a database for version control, validation, collaboration, and data mining. Of these syntheses, more than 50 entries from the database have been downloaded and robotically run in seven modular chemputers with yields and purities comparable to those achieved by an expert chemist.

23. Awesome Ruby

Optimizations

pluck_in_batches (⭐144) - A faster alternative to the custom use of in_batches with pluck.

24. Awesome Rust

Applications / Blockchain

Hyperlane (⭐260) - Framework for permissionless, modular interoperability. The offchain clients are written in Rust, as well as the smart contracts for Solana VM and CosmWasm.

Applications / Emulators

Nintendo 64
- gopher64 (⭐85) - N64 emulator written in Rust

Applications / System tools

ynqa/jnv (⭐4.7k) - Interactive JSON filter using jq

Development tools / Web Servers

fzf-make (⭐65) [fzf-make] - A command line tool that executes make target using fuzzy finder with preview window.

typos (⭐2.4k) [typos-cli] - Source code spell checker

25. Awesome Game Engine Dev

Game Engines / Specialty

💸 DopeFish - Doom / Heretic map loading system for GameMaker.

Learning / Engine Development

Commercial Studios Research Divisions
- 🌎 Activision Research - Blog posts, articles and presentations from research within Activision.
- 🌎 EA Technology - Research on game tech including info on the Frostbite engine.
- 🌎 Ubisoft Technology - Learn about in-house tech including the Anvil and Snowdrop engines.

Tools / Software / Generative Art

Imaging
- 💸 DALL·E - Create realistic images from natural language.
- 🆓 Disco Diffusion - Notebooks, models and techniques for AI art and animations.[Source (⭐7.4k)]
- 💸 Midjourney - Image generation accessed through Discord.
- 💸 Replicate - Run open source models with a cloud API.
- 💸 Stable Diffusion (⭐66k) - Latent text-to-image diffusion model.

Tools / Software / Modeling Tools

💸 ZBrush Core - Simple and easy to use 3D sculpting tool.

26. Awesome Wagtail

Apps / Rich text editor extensions

Wagtail EditorJS (⭐8) - An EditorJS widget with great support for Wagtail's page, image and document choosers.

27. Awesome Data Engineering

Data Ingestion

dlt - A fast&simple pipeline building library for python data devs, runs in notebooks, cloud functions, airflow, etc.

Testing / Data Profiler

DQOps (⭐83) - An open-source data quality platform for the whole data platform lifecycle from profiling new data sources to applying full automation of data quality monitoring.

28. Awesome Terraform

Tools / Community providers

cf-terraforming (⭐931) A command line utility to facilitate terraforming your existing Cloudflare resources.

29. Awesome Cpp

Miscellaneous

cpp-lazy (⭐333) - a fast and easy lazy evaluation library for C++11/14/17/20. [MIT]

Build Systems

Sccache (⭐5.6k) - A fast compiler cache for C/C++, with cross-platform support and cloud backed storage options.

30. Awesome Ansible

Tutorials

Ansible For DevOps (⭐7.9k) - This repository contains Ansible examples developed to support different sections of Ansible for DevOps, a book on Ansible by Jeff Geerling.

Tools

antsichaut (⭐4) - automate the filling of a changelog.yaml used by antsibull-changelog.

31. Awesome Newsletters

Leadership / Svelte

Engineering Leadership. Weekly newsletter for becoming a great engineering leader.

32. Awesome Playwright

Reporters

echoed (⭐18) - Makes tests observable by visualizing OpenTelemetry data in HTML.

33. Awesome Dotnet

E-Commerce and Payments

SmartStoreNET (⭐1.1k) - Free ASP.NET Core MVC e-commerce Shopping Cart Solution

34. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

awsssh (⭐2) - List, select and ssh into EC2 instances.

Themes / superconsole - Windows-only

fbi (⭐0) - Powerline-inspired fork of Bureau (⭐33) with decorators for nvm environment, git status, username@hostname and current directory.

ninik (⭐4) - Inspired by agnoster (⭐4k) and ubunly (⭐22). Includes decorators for OS, current directory, python virtualenv and git status. Requires a Nerd Font or Powerline-patched font.

35. Awesome Ios Books

iOS

Practical Tips for Junior iOS Developers by Aryaman Sharda

SwiftUI

The Ultimate SwiftUI Layout Cookbook by Karin Prater

36. Awesome Fiber

⚙️ Middlewares / 🌱 Third Party

beyer-stefan/gofiber-minifier (⭐1) - Minifying middleware for HTML5, CSS3, and JavaScript.

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