Awesome List Updates on Aug 08, 2024

11 awesome lists updated today.

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1. Awesome Elixir

Reading

• Learn With Me: Elixir - A series where I learn Elixir and you can learn along with me.

2. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• samharju/serene.nvim (⭐15) - A soothing and dark tree-sitter/LSP-supported theme for relaxing your eyes after using more vibrant colorschemes.

3. Awesome Developer First

Scraping

• ZenRows - Web scraping API with built-in proxies and rotating IPs to avoid detection.

4. Awesome Azure Openai Llm

LlamaIndex

• LlamaIndex (formerly GPT Index) is a data framework for LLM applications to ingest, structure, and access private or domain-specific data. The high-level API allows users to ingest and query their data in a few lines of code. High-Level Concept: ref / doc:ref / blog:ref / git (⭐35k) [Nov 2022]

  Fun fact this core idea was the initial inspiration for GPT Index (the former name of LlamaIndex) 11/8/2022 - almost a year ago!. cite / Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading

  1. Build a data structure (memory tree)
  2. Transverse it via LLM prompting

• Chat engine ReAct mode, FLARE Query engine

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

• Semantic Workbench (⭐37): Intelligent agents Development tool ref [Aug 2024]

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

• LangChain is a framework for developing applications powered by language models. (1) Be data-aware: connect a language model to other sources of data. (2) Be agentic: Allow a language model to interact with its environment. doc:ref / blog:ref / git (⭐91k)

LangChain Feature Matrix & Cheetsheet / DSPy optimizer

• Awesome LangChain (⭐7.3k): Curated list of tools and projects using LangChain.

• DeepLearning.AI short course: LangChain for LLM Application Development ref / LangChain: Chat with Your Data ref

LangChain features and related libraries / DSPy optimizer

• LangChain/cache: Reducing the number of API calls

• LangChain/context-aware-splitting: Splits a file into chunks while keeping metadata

• LangChain Template (⭐91k): LangChain Reference architectures and samples. e.g., RAG Conversation Template [Oct 2023]

5. Awesome Zig

Web / Messaging

• zon-dev/zinc (⭐4) - Zinc is a framework focusing on high performance, usability, security, and extensibility.

6. Awesome Circuitpython

Code

• Tod Kurt's CircuitPython synthio Tips and Tricks (⭐60) - More tips and tricks from Tod Kurt about CircuitPython's synthio library.

Podcasts

• The Bootloader - hosted by CircuitPython community members Paul Cutler and Tod Kurt, this podcast often covers CircuitPython topics.

Talks

• Connecting Old to New with CircuitPython: Retrocomputer input devices on modern PCs - Jeff Epler at PyCon 2024

7. Awesome Capacitor

Other plugins

• Capacitor Calendar (⭐21) - A plugin for interacting with calendar and reminders.

8. Awesome Gnome

System and Customization

• Embellish - Application to install and manage Nerd Fonts on the system.

Development and Design

• Exhibit - 3D model previewer based on the F3D library that supports many formats.

9. Awesome Godot

Plugins and scripts / Godot 4.2+

• Dialogue Engine (⭐30) - Minimalistic dialogue engine that fits into your GUI nodes and automatically graphs the branching dialogues for easy debugging.

10. Awesome Angular

GraphQL / Google Developer Experts

• hasura (⭐1.2k) - Real world GraphQL tutorials for frontend developers with deadlines!

• tailcall - This comprehensive guide dives into five powerful approaches for integrating GraphQL into your Angular applications.

Tables / Google Developer Experts

• angular-slickgrid (⭐392) - A wrapper of the lightning fast & customizable SlickGrid (⭐6.8k) datagrid. It also includes multiple styling themes.

11. Awesome Machine Learning

C++ / Reinforcement Learning

• RLtools (⭐168) - The fastest deep reinforcement learning library for continuous control, implemented header-only in pure, dependency-free C++ (Python bindings available as well).

Python / General-Purpose Machine Learning

• Okrolearn (⭐3): A python machine learning library created to combine powefull data analasys feautures with tensors and machine learning components, while mantaining support for other libraries.

• Prev: Aug 09, 2024
• Next: Aug 07, 2024