Awesome List Updates on Mar 15, 2024

21 awesome lists updated today.

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1. Awesome Zig

Misc libraries

• vbrusca/ZigMatrixUtils (⭐1) - Matrix manipulation and utility library.

2. Awesome Go

Third-party APIs

• ip2location-io-go (⭐10) - Go wrapper for the IP2Location.io API IP2Location.io.

Utilities

• config-file-validator (⭐312) - Cross Platform tool to validate configuration files.

3. Awesome Snmp

Libraries / Python

• gufo_snmp (⭐5) - The accelerated Python SNMP client library supporting both async and synchronous mode. It consists of a clean Python API for high-efficient BER parser and socket IO, implemented in the Rust language with PyO3 wrapper. Seems to be a bit early in the project's lifecycle, but it is easy to use and extremely fast, especially when querying many devices.

• easysnmp (⭐206) - A fork of net-snmp Python bindings that attempts to bring a more Pythonic interface to the library.

4. Open Source Flutter Apps

Contents / Simulation

• Barrett-2090-XV-3088-Flutter-Simulation (⭐0) - Army Simulation app by Hadiuzzaman

5. Awesome Lowcode

Visual programming

• Convertigo - An Enterprise open source LowCode Platform to build Web & mobile apps

• Dynaboard - Build production-ready low-code web apps in 60 seconds using AI.

• FlutterFlow - Build applications faster than ever.

• Loopple - Drag and drop dashboard builder

• REI3 - The free and open low code platform for your business

• UI Bakery - Custom web applications at speed.

Misc

• FormNX - Create forms in minutes without Coding for Free. It provides a lot of form templates, drag-n-drop interface, Smart Conditional Logic, Spam Protection, Reporting & Charts, Automation, Password Protection, integrations & lot more.

6. Awesome Generative Deep Art

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• LlamaParse: GenAI-native document parsing platform by LlamaIndex

7. Awesome Cakephp

Caching

• 🍰 CakeDC/CachedRouting plugin (⭐3) - Provides a cached version of the RoutingMiddleware to improve the load time of routes.

Code Analysis

• 🍰 cakedc/cakephp-phpstan (⭐30) - A PHPStan extension to resolve CakePHP magic around getter return types for the static analyzer.

• 🍰 lordsimal/cakephp-psalm (⭐2) - A Psalm extension to resolve CakePHP magic around getter return types for the static analyzer.

8. Awesome Polars

Libraries/Packages/Scripts / Python

• polars_hash (⭐50) - Python package that provides stable hashing functionality across different Polars versions by @ion-elgreco.

9. Awesome Agi Cocosci

Commonsense / Commonsense Knowledgebase

• The World Avatar - The World Avatar™. A large-scale dynamic knowledge graph connecting concepts with relations to digitalize molecules, buildings, cities, and countries.

Inductive Logic & Program Synthesis / Commonsense Knowledgebase

• Combining Functional and Automata Synthesis to Discover Causal Reactive Programs - POPL'23, 2023. [All Versions]. A new algorithm that synthesizes functional reactive programs from observation data, which iterates between a functional synthesis step, which attempts to generate a transition function over observed states, and an automata synthesis step, which adds any additional latent state necessary to fully account for the observations.

10. Awesome Rust

Applications / System tools

• netscanner (⭐772) - TUI Network Scanner

11. Awesome Neovim

(requires Neovim 0.5)

• zeioth/garbage-day.nvim (⭐276) - Garbage collector that stops inactive LSP clients to free RAM.

Utility / Diagnostics

• Mr-LLLLL/utilities.nvim (⭐10) - A repository to collect some little utility functions.

• Zeioth/distroupdate.nvim (⭐9) - Distro agnostic updater to get the latest changes from the git repository of your config.

Code Runner / Diagnostics

• Zeioth/makeit.nvim (⭐30) - Makefile runner based on overseer.

12. Awesome Remote Job

Companies with "remote DNA"

• Customer.io - Customer engagement platform. 100% remote and globally distributed team. Go, MySQL, Typescript, Ember, React, etc

• Truelogic - Outsourcing company focused on Latin America talent for US companies

13. Awesome Artificial Intelligence

Tools

• Chat GPT ChatGPT is a free-to-use AI system. It allows users to engage in conversations, gain insights, automate tasks, and witness the future of AI all in one place.

• Gemini Gemini gives you direct access to Google AI. Get help with writing, planning, learning, and more.

• DALL·E 2 DALL·E 3 is an AI system that can create realistic images and art from a natural-language description.

• Sora Sora is a text-to-video AI model that can create realistic and imaginative scenes from text instructions.

• Claude Claude is a family of foundational AI models that can be used in various applications. You can talk directly with Claude at claude.ai to brainstorm ideas, analyze images, and process long documents

Courses

• Machine Learning Observability Course - Self-guided course covers the intuition, math, and best practices for effective machine learning observability.

Books

• Generative AI in Action - A book that shows exactly how to add generative AI tools for text, images, and code, and more into your organization’s strategies and projects..

Newsletters

• Superhuman.ai A daily AI newsletter

14. Awesome Ada

Build and Package / Apache License

• alr2appimage (⭐10) - A tool for automatically creating an AppImage executable from an Alire crate.

15. Awesome Crystal

Queues and Messaging

• crafka (⭐17) - Apache Kafka library utilizing librdkafka

16. Awesome Cheminformatics

Libraries / Machine Learning

• Chemprop (⭐1.5k) - Directed message passing neural networks for property prediction of molecules and reactions with uncertainty and interpretation.

Libraries / Docking

• DOCKSTRING (⭐121) - Automates and standardizes ligand preparation for AutoDock Vina.

17. Awesome Readme

Examples

• hywax/mafl (⭐244) - Project logo. Clear description of what the project does. TOC for easy navigation. Usage code samples.

18. Awesome Zsh Plugins

Themes / superconsole - Windows-only

• braundo (⭐1) - Straightforward theme with username, current directory, git status, and timestamp.

19. Awesome Mongodb

Resources / Documentation

• MongoDB Server Documentation

Libraries / Kotlin

• driver-kotlin-coroutine (⭐2.6k) - Official Kotlin driver

20. Static Analysis

Programming Languages / Other

• cargo-geiger (⭐1.4k) — A cargo plugin for analysing the usage of unsafe Rust code Provides statistical output to aid security auditing

21. Awesome Azure Openai Llm

Semantic Kernel / Feature Roadmap

• Road to v1.0 for the Python Semantic Kernel SDK ref [23 Jan 2024] backlog

Section 4 : LangChain Features, Usage, and Comparisons / DSPy optimizer

• It highlights two main value props of the framework:

  1. Components: modular abstractions and implementations for working with language models, with easy-to-use features.

  2. Use-Case Specific Chains: chains of components that assemble in different ways to achieve specific use cases, with customizable interfaces.cite: ref

  • LangChain 0.2: full separation of langchain and langchain-community. ref [May 2024]

  • Towards LangChain 0.1 ref [Dec 2023]

    

  • Basic LangChain building blocks ref [2023]

    '''
    LLMChain: A LLMChain is the most common type of chain. It consists of a PromptTemplate, a model (either an LLM or a ChatModel), and an optional output parser.
    '''
    chain = prompt | model | parser

Prompt Tuner / Prompt Template Language

• Automatic Prompt Engineer (APE): Automatically optimizing prompts. APE has discovered zero-shot Chain-of-Thought (CoT) prompts superior to human-designed prompts like “Let’s think through this step-by-step” (Kojima et al., 2022). The prompt “To get the correct answer, let’s think step-by-step.” triggers a chain of thought. Two approaches to generate high-quality candidates: forward mode and reverse mode generation. [3 Nov 2022] git (⭐1.1k) / ref [Mar 2024]

Prompt Guide & Leaked prompts / Prompt Template Language

• Fabric (⭐20k): A modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere [Jan 2024]

Large Language Model Is: Abilities / GPT series release date

• Design2Code: How Far Are We From Automating Front-End Engineering? 64% of cases GPT-4V generated webpages are considered better than the original reference webpages [5 Mar 2024]

Learning and Supplementary Materials / Korean

• LLM FineTuning Projects and notes on common practical techniques (⭐421) [Oct 2023]

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Figure 01 + OpenAI: Humanoid Robots Powered by OpenAI ChatGPT youtube [Mar 2024]

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• The runner-up: http://bard.google.com -> https://gemini.google.com

• AI Tools: https://aitoolmall.com/

• Prev: Mar 16, 2024
• Next: Mar 14, 2024