Awesome List Updates on Oct 29, 2024

17 awesome lists updated today.

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1. Awesome Firebase Genkit

Articles / Golang - Community

• Firebase Genkit for Go Developers: A Guide to Building LLM Applications - A getting started guide for Go developers using Genkit.

2. Awesome Azure Openai Llm

Vector Database Comparison / Embedding

• Fine-tuning Embeddings for Specific Domains [1 Oct 2024]

Microsoft Azure OpenAI relevant LLM Framework / Agent Frameworks

• OmniParser (⭐2.7k) (Sep 2024): A simple screen parsing tool towards pure vision based GUI agent.

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama Finetuning

• A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More [23 Jul 2024]

OpenAI's Roadmap and Products / OpenAI o1

• A Comparative Study on Reasoning Patterns of OpenAI's o1 Model: 6 types of o1 reasoning patterns (i.e., Systematic Analysis (SA), Method Reuse (MR), Divide and Conquer (DC), Self-Refinement (SR), Context Identification (CI), and Emphasizing Constraints (EC)). the most commonly used reasoning patterns in o1 are DC and SR [17 Oct 2024]

Trustworthy, Safe and Secure LLM / GPT series release date

• Large Language Models Reflect the Ideology of their Creators: When prompted in Chinese, all LLMs favor pro-Chinese figures; Western LLMs similarly align more with Western values, even in English prompts. [24 Oct 2024]

Agentic Design Frameworks / Agent Design Patterns

• Cognitive Architectures for Language Agents: Cognitive Architectures for Language Agents (CoALA). Procedural (how to perform tasks), Semantic (long-term store of knowledge), Episodic Memory (recall specific past events) ref [5 Sep 2023]

Agentic Design Frameworks / Tool use: LLM to Master APIs

• ToolShed: Toolshed Knowledge Bases & Advanced RAG-Tool Fusion, optimized for storing and retrieving tools in a vector database for large-scale agents. To address the limitations of primary methods, two approaches are: 1. tuning-based tool calling via LLM fine-tuning, and 2. retriever-based tool selection and planning. [18 Oct 2024]

• Anthropic Claude's computer use APIs: OpenInterpreter starts to support Computer Use API (⭐54k) / Agnet.exe (⭐2.6k): Electron app to use computer use APIs. [Oct 2024]

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

• napkin.ai: a text-to-visual graphics generator [7 Aug 2024]

3. Awesome Cpp

Image Processing

• [Jpegli][https://github.com/google/jpegli (⭐118)] - an improved JPEG encoder and decoder implementation. [BSD-3-Clause]

4. Awesome Deno

Modules / Utils

• deno_kv_fs (⭐9) Deno KV file system, compatible with Deno deploy. Makes use of Web Streams API.

Tools / XML

• Deno Dig (⭐0) - A tool for extracting application code and npm packages from stand-alone Deno executables.

5. Awesome Cakephp

Search

• 🍰 CakeDC/SearchFilter plugin (⭐0) - Powerful and flexible solution for implementing advanced search functionality. Provides a robust set of tools for creating dynamic, user-friendly search interfaces with minimal effort.

6. Awesome Java

Native / Text-Based User Interfaces

• native-lib-loader (⭐184) - Native library loader for extracting and loading native libraries from Java.

Testing / Frameworks

• cdi-test (⭐26) - JUnit extension for easy and efficient testing of CDI components.

• weld-testing (⭐101) - Set of test framework extensions (JUnit 4, JUnit 5, Spock) to enhance the testing of CDI components via Weld. Supports Weld 5.

Testing / Miscellaneous

• Testcontainers (⭐8k) - Provides throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.

7. Awesome Cl

Tools

• Pretty printing tree data structures in Common Lisp (as a Jupyter notebook)

8. Awesome Ruby

CMS

• MaglevCMS - An open source page builder with an sleek UI.

Documentation

• fitting (⭐58) - Library add improve test log for RSpec and WebMock, validate its according to API Blueprint and Open API, show the documentation coverage with log.

9. Awesome Go

Web Frameworks

• WebGo (⭐304) - A micro-framework to build web apps with handler chaining, middleware, and context injection. With standard library-compliant HTTP handlers (i.e., http.HandlerFunc)..

10. Awesome Mac

Developer Tools / Command Line Tools

• zellij - A terminal workspace with batteries included (modern replacement for tmux and more).

11. Awesome Kotlin

Libraries/Frameworks / Graphics

• GlimpseFramework/glimpse-framework (⭐16) - OpenGL made simple.

Libraries/Frameworks / Data Science

• sekwiatkowski/Komputation (⭐293) - A neural network framework written in Kotlin.

12. Awesome Connectivity Info

Global Connectivity Indexes

• ITU ICT Development Index - (2024) (2023) (2017) Composite index based on three pillars, ICT Access, ICT Use, and ICT Skills.

Periodic Global Connectivity Reports

• Mobile Gender Gap Report from GSMA - (2024) (2023) (2022) (2021) (2020) (2019) (2018)

• Broadband Commission: The State of Broadband - (2024) (2023) (2022) (2021) (2020) (2019)(2018) (2017)

• GSMA - State of Mobile Internet Connectivity (2024) (2023) (2022) (2020) (2019) (2018)

Regional Connectivity Reports and Data

• GSMA Mobile Economy - Latin America (2024) (2022) (2021)

• GSMA Mobile Economy - Asia Pacific (2024) (2021) 2020

• Ericsson Mobility Report - Sub-Saharan Africa - (2024) (2015)

Other sources

• Continent of Africa: High Resolution Population Density Maps by Meta - HRSL datasets offering unprecedented accuracy in population mapping.

13. Awesome List

Theory

• VLM Architectures (⭐377) - Vision Language Model architectures.

Gaming

• Babylon.js (⭐243) - Game engine for cross-platform web and native game development.

Health and Social Science

• Lucid Dreams (⭐37) - A dream where one becomes aware they are dreaming.

14. Discount for Student Dev

Security

• Shodan [FREE / CREDIT] - Free upgrade (normally 49$) to gain full access to everything shodan has to offer + 100 Export credits. Simply use your academic email address when you signup.

• Malwarebytes [Discount] - Get 50% off device security by entering your information into ProxID to get verified as a student.

15. Awesome Tailwindcss

Tools

• 🎨🌍🔧 InclusiveColors - Create fine-tuned WCAG accessible Tailwind CSS color palettes.

16. Awesome Angular

HTTP / Google Developer Experts

• ng-memento (⭐1) - Makes your application faster by preventing the same HTTP requests from being called again in your Angular project.

Internationalization / Google Developer Experts

• ngx-translate-routes (⭐3) - This service translates titles and route paths.

• ngx-translate-lint (⭐33) - Simple CLI tools for check ngx-translate keys.

QR Codes / Google Developer Experts

• ngx-qrcode-generator (⭐1) - An Angular component that generates QR codes using the QRious (⭐1.5k) library.

17. Free Programming Books (English, By Programming Language)

Java / Bootstrap

• Learn Java for FTC (⭐125) - Alan Smith (PDF)

• Next: Oct 28, 2024