Awesome List Updates on Aug 22, 2024
13 awesome lists updated today.
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1. Awesome Azure Openai Llm
RAG Pipeline & Advanced RAG
- Graph RAG (by NebulaGraph): NebulaGraph proposes the concept of Graph RAG, which is a retrieval enhancement technique based on knowledge graphs. demo [8 Sep 2023]
DSPy / Semantic Kernel Glossary
Prompt Guide & Leaked prompts / Prompt Template Language
- Anthropic courses > Prompt engineering interactive tutorial (⭐1.1k): a comprehensive step-by-step guide to key prompting techniques [Aug 2024]
Knowledge Distillation: Reducing Model Size with Textbooks / Llama Finetuning
phi-series: cost-effective small language models (SLMs) ref
ExpandPhi-3.5-MoE-instruct: ref [Aug 2024]
phi-3: Phi-3-mini, with 3.8 billion parameters, supports 4K and 128K context, instruction tuning, and hardware optimization. [Apr 2024] ref
- phi-3-vision (multimodal), phi-3-small, phi-3 (7b), phi-sillica (Copilot+PC designed for NPUs)
phi-2: open source, and 50% better at mathematical reasoning. git [Dec 2023]
phi-1.5: [cnt]: Textbooks Are All You Need II. Phi 1.5 is trained solely on synthetic data. Despite having a mere 1 billion parameters compared to Llama 7B's much larger model size, Phi 1.5 often performs better in benchmark tests. [11 Sep 2023]
phi-1: [cnt]: Despite being small in size, phi-1 attained 50.6% on HumanEval and 55.5% on MBPP. Textbooks Are All You Need. ref [20 Jun 2023]
Agents: AutoGPT and Communicative Agents / Agent Design Patterns
- Automated Design of Agentic Systems: Automated Design of Agentic Systems (ADAS), which aims to automatically create powerful agentic system designs, including inventing novel building blocks and/or combining them. [15 Aug 2024]
Agents: AutoGPT and Communicative Agents / Tool use: LLM to Master APIs
- Berkeley Function-Calling Leaderboard V2 [Aug 2024]
Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Vercel announced V0.dev: Make a snake game with chat [Oct 2023]
Evaluating Large Language Models / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge): Key considerations and Use cases when using LLM-evaluators [Aug 2024]
2. Awesome Polars
Libraries/Packages/Scripts / Polars plugins
- polars-reverse-geocode (⭐6) - This plugin is an offline reverse geocoder for finding the closest city to a given (latitude, longitude) pair by @MarcoGorelli.
3. Awesome Go
Uncategorized
- goenum (⭐9) - A common enumeration struct based on generics and reflection that allows you to quickly define enumerations and use a set of useful default methods.
4. Awesome Hacking
Other Useful Repositories
Repository: CyberChef
Description: A simple, intuitive web app for analysing and decoding data without having to deal with complex tools or programming languages.
5. Awesome Neovim
AI / Diagnostics
- yetone/avante.nvim (⭐638) - Chat with your code as if you are in Cursor AI IDE.
Keybinding / Diagnostics
- debugloop/layers.nvim (⭐11) - Craft temporary keymap overlays and layered modes with ease.
6. Awesome Docker
Networking
- MyIP (⭐5.7k) - All in one IP Toolbox. Easy to check all your IPs, IP geolocation, check for DNS leaks, examine WebRTC connections, speed test, ping test, MTR test, check website availability, whois search and more. By @jason5ng32
7. Awesome Ada
Graphical User Interface / Apache License
- anuklear (⭐0) - Ada binding to the Nuklear GUI library and the Nuklear-SDL renderer.
Algorithms, Containers and Protocols / Apache License
- sal - SAL (Stephe's Ada Library): customized containers, AUnit extensions and various generics.
8. Awesome Ruby
Database Drivers
- Trilogy (⭐692) - A performance-oriented C library for MySQL-compatible databases.
9. Awesome Rust
Development tools / IDEs
- RustRover - A powerful Rust IDE by JetBrains, free for individual non-commercial use
10. Awesome Generative Deep Art
Prompt Engineering
11. Free for Dev
Education and Career Development
- Cisco Networking Academy, Skills for All - Offers free certification-aligned courses in topics like cybersecurity, networking, and Python.
12. Awesome Wagtail
Apps / Rich text editor extensions
- Wagtail Text Alignment (⭐3) - Align text, headings and more in your Wagtail richtext editor.
Apps / Settings management
- Wagtail-Waffle (⭐0) - Manage Django Waffle in Wagtail.
Apps / Content Management
- Wagtail-FEdit (⭐8) - Add frontend editing to your Wagtail site.
Tools / Templates (start command)
13. Awesome Developer First
Authentication & Identity
- MojoAuth - Complete CIAM solution with Enterprise SSO and extensive out-of-the-box enterprise features.
- Prev: Aug 23, 2024
- Next: Aug 21, 2024