Awesome List Updates on Sep 15, 2024

A new series of reasoning models: The complex reasoning-specialized model, OpenAI o1 series, excels in math, coding, and science, outperforming GPT-4o on key benchmarks. [12 Sep 2024]

Large Language Model Is: Abilities / GPT series release date

Can LLMs Generate Novel Research Ideas?: A Large-Scale Human Study with 100+ NLP Researchers. We find LLM-generated ideas are judged as more novel (p < 0.05) than human expert ideas. However, the study revealed a lack of diversity in AI-generated ideas. [6 Sep 2024]

GPT for Domain Specific / GPT series release date

Chai-1 (⭐925): a multi-modal foundation model for molecular structure prediction [Sep 2024]

LLM Materials for East Asian Languages / Korean

LLM, 더 저렴하게, 더 빠르게, 더 똑똑하게 [09 Sep 2024]

Evaluating Large Language Models / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

LightEval (⭐655): a lightweight LLM evaluation suite that Hugging Face has been using internally [Jan 2024]

4. Awesome Github Wiki

Useful Stack Overflow questions & answers

How to make "spoiler" text in GitHub Wiki pages

5. Ai Collective Tools

Audio Editing

Diktatorial Suite - Audio mastering and music enhancer with text prompts. #freemium

Education

Text With History - Chat with famous politicians, scientists, artists, world leaders and more. Also includes history tutors. #freemium

Text With Authors - Chat with famous authors, poets, playwrights, philosophers and more from classical literature. #freemium

HealthCare

Enlitic - an AI-driven application that lets you transform big data into relevant insights that can help you make more accurate, strategic, and timely decisions. #paid

Image Generator

GenPictures - Create stunning AI art, images, and pictures in seconds for free with GenPictures. Turn your text into visual masterpieces effortlessly. freemium

Productivity

Uizard - With this AI tool you can create a beautiful website and app paid

Travel

Famxplor - Find activities for your family vacations worldwide. #paid

Video Generator

Syllaby.io - AI Video Script Generator, Syllaby shows you how to create a content strategy for social media in minute paid

6. Awesome Ai Tools

Editor's Choice

Reclaim AI - A smart calendar assistant that helps you automatically block time for your tasks, habits, and meetings, optimizing your schedule to boost productivity.

Notion AI - Just ask Q&A, and find the info you need in seconds. Get help writing and brainstorming in Notion, not in a separate browser tab.

Murf AI - Create voiceover with the most lifelike AI voices.

SaneBox - an email management software as a service that integrates with IMAP and Exchange Web Services email accounts.

MeetGeek - an AI meeting assistant that automatically video records, transcribes, summarizes, and provides the key points from every meeting.

Text / Productivity

TailorTask - Automate any boring and repetitive task, without having to learn a new tool

Code / Developer tools

WhoDB (⭐784) - SQL/NoSQL/Graph/Cache/Object data explorer with AI-powered chat + other useful features

Audio / Marketing AI Tools

Jasper AI - AI-powered tool for generating marketing content like blogs, emails, and ad copy.

Mutiny - Personalization platform to improve website conversions using AI.

Clearbit - Lead enrichment and data intelligence platform.

Seventh Sense - AI tool for email send time optimization.

Smartly.io - Automates social media ad creation and optimization.

Adzooma - AI-powered PPC campaign management platform.

Phrasee - AI tool that generates optimized marketing copy.

Crimson Hexagon - AI-based social media sentiment analysis platform.

MarketMuse - SEO content optimization platform using AI.

Chatfuel - AI-driven chatbot for automating customer engagement on Messenger.

7. Awesome Polars

Official news

September 2024 : Polars has a new lightweight plotting backend.

Resources / Tutorials & workshops

(Pretty) big data wrangling with DuckDB and Polars - Documentation that introduces the use of DuckDB and Polars with examples in R and Python by @grantmcdermott.

Resources / Blog posts

Why I’m Switching to Polars - A blog post that explains the reasons why Ari Lamstein now uses Polars by @arilamstein.

8. Awesome Code Review

Tools

PullNotifier Improve pull request visibility and overall productivity for dev teams using Github and Slack.

9. Awesome Agi Cocosci

Abduction / Explanation

Probabilistic models of cognition: Conceptual foundations - Trends in Cognitive Sciences, 2006. [All Versions]. Remarkable progress in the mathematics and computer science of probability has led to a revolution in the scope of probabilistic models. In particular, ‘sophisticated’ probabilistic methods apply to structured relational systems such as graphs and grammars, of immediate relevance to the cognitive sciences. This review outlines progress in this rapidly developing field, which provides a potentially unifying perspective across a wide range of domains and levels of explanation.

10. Awesome Math

Tools

Midpoint Calculator

Quartiles Calculator

Meetings and Conferences

MathsJam - monthly local recreational maths/puzzle meetups and an annual gathering in Staffordshire, England

Talking Maths in Public - a conference for maths communicators, running every two years, usually in the UK

Bridges - an annual conference on mathematical connections in art, music, architecture, and culture. The 2025 meeting is in Eindhoven, Netherlands.

Foundations of Mathematics / Transition To Pure Rigour Math

📖 How to Prove It: A Structured Approach (3rd Edition) - Daniel J. Velleman (Professor).

11. Awesome Playwright

Utils

playwright-network-cache (⭐7) - Speed up Playwright tests by caching network requests on the filesystem.

12. Awesome Privacy

Tracking

Dawarich (⭐1.8k) - Self-hosted alternative to Google Location History.

13. Awesome Embedded Rust

Tools / Paid and commercially available materials

probe-rs (⭐1.7k): a modern, embedded debugging toolkit, written in Rust

14. Awesome Ada

Algorithms, Containers and Protocols / Apache License

sal - SAL (Stephe's Ada Library).

15. Awesome Php

Table of Contents / Code Quality

PHP CS Fixer Configurator - A web application to help configure PHP CS Fixer rule sets.

16. Awesome Java

Monitoring / Text-Based User Interfaces

OpenTelemetry (⭐2k) - Instrument, generate, collect, and export telemetry data to help you analyze your software’s performance and behavior.

17. Awesome Cl

Running scripts / Third-party APIs

CIEL (⭐333) - CIEL Is an Extended Lisp is a collection of dozens of libraries useful for mundane tasks (HTTP, JSON, regexps…). [unclear licence]
- It also comes as a binary that is able to run scripts from sources. Scripts that use the built-in libraries start fast without a compilation step.
- in beta as of 2024

NEW in 2024 kiln (⭐38) - an infrastructure (managing a hidden multicall binary) to make Lisp scripting efficient and ergonomic. MIT.
- Kiln makes it practical to write very small scripts. Kiln scripts are fast and cheap to the point where it makes sense to expose even small pieces of Lisp functionality to the shell.

Other scripting utilities / Third-party APIs

lqn (⭐33) - query language and terminal utility for querying and transforming Lisp, JSON and other text files. written in Common Lisp. MIT.

18. Awesome Go

Blockchain

gno (⭐877) - A comprehensive smart contract suite built with Golang and Gnolang, a deterministic, purpose-built Go variant for blockchains.

Bot Building

slacker (⭐37) - Easy to use framework to create Slack bots.

Continuous Integration

muffet (⭐2.5k) - Fast website link checker in Go, see alternatives (⭐2k).

Search and Analytic Databases

effdsl (⭐24) - Elasticsearch query builder for Go.

Distributed Systems

K8gb (⭐856) - A cloud native Kubernetes Global Balancer.

Email

mox (⭐3.5k) - Modern full-featured secure mail server for low-maintenance, self-hosted email.

Dependency Injection

autowire (⭐6) - Dependency injection using Generics and reflection.

componego (⭐27) - A dependency injection framework based on components, allowing dynamic dependency replacement without duplicating code in tests.

Networking

psql-wire (⭐98) - PostgreSQL server wire protocol. Build your own server and start serving connections..

Testing Frameworks

envite (⭐3) - Dev and testing environment management framework.

keploy (⭐3.9k) - Generate Testcase and Data Mocks from API calls automatically.

Third-party APIs

go-yapla - Go client library for the Yapla v2.0 API.

Code Analysis / Libraries for creating HTTP middlewares

goreturns (⭐529) - Adds zero-value return statements to match the func return types.

wrapcheck (⭐301) - A linter to check that errors from external packages are wrapped.

Websites / Libraries for creating HTTP middlewares

Code with Mukesh - Software Engineer and Blogs @ codewithmukesh.com.

Tutorials / Libraries for creating HTTP middlewares

GraphQL with Go - Learn how to create a Go GraphQL server and client with code generation. Also includes creating REST endpoints.

19. Awesome Rust

Libraries / Asynchronous

tqwewe/kameo (⭐284) - Fault-tolerant Async Actors Built on Tokio

20. Awesome Micropython

Mathematics / Waveform Generator

Micropython Perlin (⭐0) - A Perlin noise generator module.

21. Awesome Python Typing

Stub packages

scipy-stubs (⭐2) - Stubs for SciPy (⭐13k).

22. Awesome Integration

Projects / API Management

WSO2 API Manager (⭐842) (⭐841) - A fully open-source API management platform that provides comprehensive API management capabilities and allows you to manage APIs with ease.

Projects / API Design

Zally (⭐901) (⭐899) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Projects / API Documentation

OpenAPI Explorer (⭐304) (⭐304) - A tool for generating user interfaces from OpenAPI specifications, making it easier for software engineers to visualize and interact with APIs.

Stoplight Elements (⭐1.7k) (⭐1.7k) - Beautiful API documentation powered by OpenAPI and Markdown. Use these UI components to create API reference documentation, or more complete documentation with Markdown articles covering tutorials, how-to guides, etc.

Projects / API Gateway

Ocelot (⭐8.3k) (⭐8.3k) - A .NET API Gateway that provides a simple and elegant way to manage APIs with its intuitive routing and middleware configuration.

Traefik (⭐50k) (⭐50k) - A modern, open-source API Gateway that is designed to handle dynamic container environments such as Kubernetes, Docker Swarm, and Mesos. It provides load balancing, SSL/TLS termination, rate limiting, circuit breaking, and more.

Projects / API Testing

MQ clients
- JMSToolBox (⭐201) (⭐200) - Universal JMS client designed to interact with a wide range of JMS-based message brokers.
- kcat (⭐5.3k) (⭐5.4k) - Generic non-JVM producer and consumer for Apache Kafka, functioning as a netcat for Kafka.
- MQTT Explorer (⭐2.9k) (⭐2.9k) - All-round MQTT client with a structured topic overview, suitable for debugging and testing MQTT-based systems.
- Offset Explorer - GUI application for managing and using Apache Kafka clusters, formerly known as Kafka Tool.
- Service Bus Explorer (⭐2k) (⭐2k) - GUI app for Azure Service Bus, offering advanced features like import/export functionality and the ability to test topic, queues, subscriptions, relay services, notification hubs, and events hubs.

Mocking tools
- Imposter (⭐361) (⭐358) - Mock server for REST APIs, OpenAPI (and Swagger) specifications, SOAP web services (and WSDL files), Salesforce and HBase APIs.
- Microcks (⭐1.3k) (⭐1.3k) - Open-source Kubernetes-native tool for API mocking and testing, supporting AsyncAPI, OpenAPI, Postman Collections, etc.
- Mockable - Simple configurable service to mock out RESTful API or SOAP web-services.
- Mockoon (⭐6.2k) (⭐6.2k) - Easy-to-use tool for designing and running mock REST APIs.
- MockServer (⭐4.5k) (⭐4.6k) - Easy mocking of any system you integrate with via HTTP or HTTPS.
- Mocky (⭐2k) (⭐2k) - Free and unlimited online service for generating custom HTTP responses.
- Prism (⭐4.2k) (⭐4.2k) - Open-source HTTP mock server that can mimic your API's behavior as if you already built it.
- WireMock (⭐6.2k) (⭐6.3k) - Mock your APIs for fast, robust, and comprehensive testing.

Projects / BRE

OpenL Tablets (⭐153) (⭐152) - Open-source business rules engine (BRE, BRMS) and decision management system that allows users to define, manage, and execute business rules and decision tables.

Projects / Data Mapping Solution

AltasMap (⭐192) (⭐191) - A web-based data mapping solution that simplifies integration between Java, XML, CSV, and JSON data sources. Its interactive user interface makes configuring integrations easy.

JSLT (⭐627) (⭐627) - A complete query and transformation language for JSON that is inspired by jq, XPath, and XQuery. With JSLT, software engineers can quickly and easily transform JSON data to meet their needs.

Projects / ESB

WSO2 Enterprise Integrator (⭐373) (⭐372) - An API-centric, cloud-native, and distributed integration platform designed to provide a robust solution for software engineers.

Resources / API Specification

AsyncAPI (⭐4.1k) (⭐4.1k) - An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

Resources / Data Formats

NDJSON (⭐664) (⭐661) - A standard for delimiting JSON objects in stream protocols. It allows for efficient processing of large JSON datasets and is widely used in big data processing.

YAML (⭐341) (⭐339) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

23. Awesome Nix

Installation Media / Discovery

nixos-anywhere (⭐1.5k) - Install NixOS everywhere via SSH.

DevOps / Discovery

Nix GitLab CI - Define GitLab CI pipelines in pure Nix with full access to all Nix packages (incl. caching).

24. Awesome Gnome

Internet and Networking

Tuba - Client for federated social networks (Mastodon, GoToSocial, Akkoma).

Pipeline - Youtube Client

25. Awesome Firebase Genkit

Plugins / JavaScript - Official

Model / Embedding Plugins
- @genkit-ai/vertexai - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models, A subset of evaluation metrics through the Vertex AI Rapid Evaluation API, Vector Search.
- @genkit-ai/googleai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.
- genkitx-ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.

Vector Store Plugins
- genkitx-pinecone - Plugin for Pinecone Vector Stores.
- genkitx-chromadb - Plugin for Chroma Vector Stores.
- @genkit-ai/dev-local-vectorstore - Plugin for Local Vector Store for development purposes.

Monitoring Plugins
- @genkit-ai/google-cloud - The Google Cloud plugin exports Firebase Genkit's telemetry and logging data to Google Cloud's operation suite.

Other Plugins
- @genkit-ai/firebase - Firebase plugin provides several integrations with Firebase services: Indexers and retrievers using Cloud Firestore vector store, Trace storage using Cloud Firestore, Flow deployment using Cloud Functions, Authorization policies for Firebase Authentication users.
- genkitx-langchain - Genkit plugin to work with LangChain.

Plugins / JavaScript - Community

Model / Embedding Plugins
- genkitx-github - Plugin for GitHub Models APIs.
- genkitx-anthropic - Plugin for Anthropic AI APIs.
- genkitx-cohere - Plugin for Cohere APIs.
- genkitx-groq - Plugin for Groq APIs.
- genkitx-mistral - Plugin for Mistral AI APIs.
- genkitx-openai - Plugin for OpenAI APIs.
- genkitx-azure-openai - Plugin for Azure OpenAI APIs.

Vector Store Plugins
- genkitx-convex - Plugin for Convex Vector Stores.
- genkitx-hnsw - Plugin for HNSW Vector Stores.
- genkitx-qdrant - Plugin for Qdrant Vector Stores.
- genkitx-astra-db - Plugin for AstraDB Vector Stores.
- genkitx-pgvector - Plugin for PostgeSQL (PGVector) Vector Stores.
- genkitx-tidb - Plugin for TiDB Vector Stores.
- genkitx-redis - Plugin for Redis Vector Stores.

Other Plugins
- genkitx-graph - Plugin for building Graph workflows.
- @invertase/genkit-plugin-redis - A Redis Plugin for GenKit that adds Redis for efficient state storage, trace storage, caching, and rate limiting.
- genkitx-rxjs - A simple RxJS helper/adapter for Firebase Genkit.
- @agentic/genkit - Agentic Tools adapter for the Firebase Genkit SDK.

Plugins / Golang - Official

Model / Embedding Plugins
- vertexai - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models and Vector Search.
- googleai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.
- ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.

Vector Store Plugins
- pinecone - Plugin for Pinecone Vector Stores.
- localvec - Plugin for Local Vector Store for development purposes.

Monitoring Plugins
- googlecloud - The Google Cloud plugin exports Firebase Genkit's telemetry and logging data to Google Cloud's operation suite.

Plugins / Golang - Community

Model / Embedding Plugins
- openai - Plugin for OpenAI APIs.

Talks / Golang - Community

Supercharge your app with Firebase Genkit - A talk on how to supercharge your app with Firebase Genkit.

Videos / Golang - Community

Getting started with Genkit - A video tutorial on how to get started with Genkit.

What are Genkit flows? - YouTube - Flows are a key concept in Genkit. Learn what makes them special, and how to use them.

Build an Angular app with Genkit and deploy to Firebase - Join Pavel as he builds an Angular app and deploys it to Firebase.

DeepDive #1 - Genkit's reflection API and how it powers Genkit's developer UI - Learn how the Genkit developer UI communicates with Genkit through the reflection API.

Retrieval Augmented Generation (RAG) with Genkit - Learn how to efficiently parse PDFs, convert their content into searchable vectors using Genkit's local vector store, and implement a re-ranker to pinpoint the most relevant documents for your queries.

Firebase After Hours #3 - Genkit: More than Meets the AI! - Hang out with Nohe and Peter to learn more about Firebase Genkit, Google's open source AI integration framework. With special guest Pavel Jbanov, lead engineer on the Genkit team.

Firebase After Hours #4 - Genkit: Tooltime - Learn how to give LLMs superpowers by conneting the to the real world using tool calling.

Articles / Golang - Community

Firebase GenKit with Gemma using Ollama - Firebase project that uses the Gen AI Kit with Gemma using Ollama.

Tutorials / Golang - Community

Slack Bot App - A tutorial on how to build a Slack Bot App with Firebase Genkit.

Follow / Golang - Community

Firebase - Official Twitter account for Firebase.

Genkit Discord server - Official Discord server for Genkit.

Genkit GitHub (⭐611) - Official GitHub repository for Genkit.

The Fire Company - The Fire Company GitHub organization.

26. Awesome Icons

Special

IconicFonts (⭐25) - Over 50 pre-patched fonts featuring 60k icons as glyphs.

27. Awesome Love2d

UI

lovr-ui2d (⭐27) - An immediate mode GUI library for LÖVR and LÖVE.

28. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

dot-up (⭐0) - Converts ..., ...., ....., etc., into cd commands to navigate parent directories.

unraid (⭐0) - Adds convenient aliases and functions for managing your Unraid server directly from the command line.

Themes / superconsole - Windows-only

integral (⭐0) - Math-inspired, includes decorators for time, current directory and git status.

luckycoding (⭐1) - Based on the robbyrussell (⭐172k) theme, includes git decorations and the last command's exit code.

steef (zelongguo) (⭐0) - Based on the zimfw steef theme (⭐4). Includes decorators for username@hostname, python venv, git status and current directory. Requires git-info (⭐6).

abzt (⭐0) - No nonsense theme with decorators for git status and directory information. Requires a nerdfont.

Prev: Sep 16, 2024
Next: Sep 14, 2024