Awesome List Updates on Dec 02, 2024
15 awesome lists updated today.
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1. Awesome Azure Openai Llm
Table of contents
- Section 2 🌌: Azure OpenAI
- Section 3 🌐: LLM Applications
- Section 4 🤖: Agent
- Section 5 🏗️: Semantic Kernel & DSPy
- Semantic Kernel: Micro-orchestration
- DSPy: Optimizer frameworks
- Section 6 🛠️: LangChain
- LangChain Features: Macro & Micro-orchestration
- LangChain Agent & Criticism
- LangChain vs Competitors
- Section 7 🧠: Prompting & Finetuning
- Prompt Engineering
- Finetuning: PEFT (e.g., LoRA), RLHF, SFT
- Quantization & Optimization
- Other Techniques: e.g., MoE
- Visual Prompting
- Section 8 🏄♂️: Challenges & Abilities
- Section 9 🌍: LLM Landscape
- LLM Taxonomy
- Open-Source LLMs
- Domain-Specific LLMs: e.g., Software development
- Multimodal LLMs
- Generative AI Landscape
- Section 10 📚: Surveys & References
- LLM Surveys
- Building LLMs: from scratch
- LLMs for Korean & Japanese
- Section 11 🧰: AI Tools & Extensions
2. Awesome Ipfs
Apps
- Planet (⭐1.5k) - Build and host decentralized blogs and websites with IPFS on your Mac
- IPFS Share (⭐151) - Share files directly from the browser using IPFS.
- TeaTime (⭐435) - A fully static distributed library system powered by IPFS, SQLite and GitHub.
3. Awesome Mac
Reading and Writing Tools / Note-taking
- massCode - Cross-platform open-source code snippets manager with markdown and mermaid support.
Developer Tools / Command Line Tools
- OpenRecall (⭐1.9k) - Access your digital history, enhance memory and productivity, while maintaining privacy.
highlighting.
Design and Product / Prototyping and Mind-Mapping Tools
- Adobe XD - Tool for designing and prototyping websites and mobile apps.
Utilities / General Tools
- rem (⭐2.3k) - An open source approach to locally record and enable searching everything you view on your Mac.
- Rewind - Rewind is an application designed for macOS that records and indexes all user activities on the Mac, including screen content and audio. Users can rewind and search past activities, essentially adding a "rewind button" to the Mac.
4. Awesome Broadcasting
Communication
- Intercom Manager (⭐4) + Intercom Frontend (⭐2) - Intercom system based on built by Eyevinn for SVT.
- DYI intercom (⭐44) - Hardware + software intercom solution built around Murmur server and headless Mumble clients based on Rasperry Pi.
5. Awesome Neovim
Editing Support / Diagnostics
- daltongd/yanklock.nvim (⭐7) - Temporarily lock the paste register to
"0, and used,c, andsmotions while keeping the most recent yanked content easily accessible.
6. Awesome Firebase Genkit
Articles / Golang - Community
- Orchestrating Firebase and AI: Genkit architecture example - Presented in a lightning talk at GDG DevFest Tokyo 2024.
7. Awesome Agi Cocosci
Domain Specific Language / DSL Program Synthesis
- Top-Down Synthesis for Library Learning - POPL'23, 2023. [All Versions]. This paper introduces corpus-guided top-down synthesis as a mechanism for synthesizing library functions that capture common functionality from a corpus of programs in a domain specific language (DSL). The algorithm builds abstractions directly from initial DSL primitives, using syntactic pattern matching of intermediate abstractions to intelligently prune the search space and guide the algorithm towards abstractions that maximally capture shared structures in the corpus.
8. Awesome Keycloak
Community Extensions
9. Awesome Video
Dubbing / Web
- jordimas/open-dubbing (⭐69) - Open dubbing is an AI dubbing system uses machine learning models to automatically translate and synchronize audio dialogue into different languages.
10. Free for Dev
Search
- Orama Cloud — Free 3 indexes, 100K docs/index, unlimited full-text/vector/hybrid searches, 60 days analytics
11. Awesome Plotters
Software / Plotter Control
- pypenwriter (⭐2) - Python script to convert and send SVG drawings to the Panasonic PenWriter family of typewriter plotters.
Software / Vector Creation
- REVDANCATT Plotter Tools - A bunch of web-based pen plotter tools with SVG output.
- Flow Lines - A tool for generating flow line representations using SVG paths / polylines.
- UJI - A web-based generative art thing with SVG export.
- Studio - A web-based tool for creating multiplication mandalas.
- Rad Lines - A web-based radial lines vector generation tool with SVG export.
12. Awesome Angular
Integrations / Google Developer Experts
- ngx-katex (⭐3) - A simple Angular wrapper for KaTeX (⭐18k).
Loggers / Google Developer Experts
- log4ngx (⭐1) - A Typescript logging framework for Angular projects, based on concepts used in Log4j, Log4net, etc.
State Management / Google Developer Experts
- ngx-state-machine (⭐2) - An Angular wrapper for the simple-state-machine library. It integrates the state machine into Angular applications by making the
StateMachineinjectable as a service.
13. Awesome Theoretical Computer Science
Lecture Videos / Monograph
- Demaine/Ku/Soloman. Introduction to Algorithms. MIT - A first course on basic algorithms and data structures. — added by Erik himself!
- Demaine/Devadas/Lynch. Design and Analysis of algorithms. MIT - A second course on algorithms and data structures. — added by Erik himself!
14. Awesome Developer First
Monitoring
- Keywords AI - The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.
15. Free Programming Books (English, By Subjects)
Programming Paradigms
- Learn Functional Programming - G. Jovic (HTML)
- Next: Dec 01, 2024