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title: README
emoji: 🐨
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Examples:


# 0. Security and Safety
Presidio Demo:  https://huggingface.co/spaces/awacke1/presidio_demo
Azure Subscription Resources and Architecture:  https://huggingface.co/spaces/awacke1/OptimizeAzureAppArchitecture
Indicators of Compromise:  https://huggingface.co/spaces/awacke1/AdversarialAIToolbox

# 1. Datasets, EDA, and Knowledge Management for ML
Care Team Finder:  https://huggingface.co/spaces/awacke1/AIProviderSearchbySpecialtyandState
MedQA Speech and Dataset:  https://huggingface.co/spaces/awacke1/RT-MLE
Clinical NER with Clinical Terminology:  https://huggingface.co/spaces/awacke1/Clinical-Terminology-Search-NER-Datasets
Web Bulk Dataset Download:  https://huggingface.co/spaces/awacke1/WebDataDownload

# 2. Improve Performance Metrics and Understand Bias and Fairness
LMSYS Chatbot Arena:  https://huggingface.co/spaces/awacke1/lmsys-chatbot-arena-leaderboard
How to Autogen:  https://huggingface.co/spaces/awacke1/HowToAutogen
Social Vulnerability Index:  https://huggingface.co/spaces/awacke1/Social-Vulnerability-Index-SVI

# 3. Documents and Web as Datasets and Inputs
Arxiv RAG Search:  https://huggingface.co/spaces/awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern
RAG Sentence Embedding and Visualization:  https://huggingface.co/spaces/awacke1/RAG-Sentence-Embedding-Viz
QOTD Streamlit and Dataset:  https://huggingface.co/spaces/awacke1/QuoteOfTheDayStreamlit

# 4. Models, Datasets, and Spaces as AI Pair Programming Inputs
Model, Dataset, Space Search:  https://huggingface.co/spaces/awacke1/Models-Datasets-Spaces-Search-Hub
Spaces of the Week:  https://huggingface.co/spaces/awacke1/SpacesoftheWeekReview

# 5. Voice AI
Dr. Nova Quantum Voice AI:  https://huggingface.co/spaces/awacke1/DrNovaQuantumVoiceAI
Moshi Chats:  https://huggingface.co/spaces/awacke1/GPT-4o-omni-text-audio-image-video

# 6. AI UI/UX
Body Map:  https://huggingface.co/spaces/awacke1/BodyMap2-HTML5
Streamlit UI Cheatsheet:  https://huggingface.co/spaces/awacke1/Streamlit-Cookbook-Code-Examples
Web Copy UI Transfer:  https://huggingface.co/spaces/awacke1/WebCopyYoutube
Force Directed Graph:  https://huggingface.co/spaces/awacke1/ForceLayoutGraph
Streamlit Timer Test:  https://huggingface.co/spaces/awacke1/StreamlitTimerTest
AI Life Sim 3D:  https://huggingface.co/spaces/awacke1/AI-Life-Simulation-With-Chofko-the-Octopus

# 7. Real Time Video AI
Video Editor:  https://huggingface.co/spaces/awacke1/Video-Editor
Web GPU RTV:  https://huggingface.co/spaces/awacke1/Live-Video-Background-Removal


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For easier cloud AI development, the recipe below has security, performance, lifecycle management and scalability superpowers to make it easy.

Preparation and model teaching:

0. Use Huggingface as Fastest way to document and plan with fast code testing.
    - https://huggingface.co/awacke1
1. Create a video playlist for Youtube that shows short videos on pattern implementation:
    - https://www.youtube.com/playlist?list=PLHgX2IExbFosXrdx5gTJO33VoDH9bXlFJ
    - Keep up with the latest in AI with Wes:  https://www.youtube.com/watch?v=SQup5CeRGCM
2. Use Azure Free to set up initial patterns and gain familiarity
    - https://portal.azure.com/#view/Microsoft_Azure_Billing/FreeServicesBlade
3. Use an Azure pre-flight checklist to plan your resource selection which we will eventually get down to code.
    - https://portal.azure.com/?quickstart=true#view/Microsoft_Azure_Resources/QuickstartCenterBlade
4. New Azure subscription using an Account to explore $200 with resources free, Bookmark opening resources for starters.
     - My links are usually Subscription, Resource Group, ACR, ACA Apps.
     - For security tests, make it bulletproof - links with email and subscription GUID using self defense tests.
5. Github integration for subscription, github actions, and accelerators
     - Accelerator:  https://github.com/Azure/aca-landing-zone-accelerator
     - LZA: https://github.com/topics/lza
6. Git with one easy example per type of app and secure access pattern.  Do easiest first, refactor to easiest.
     - HTML5: Depth anything with Transformers.js:  https://huggingface.co/spaces/awacke1/3D-Depth-Model-From-Image
     - Gradio: Models, Datasets, Spaces, Search Hub:  https://huggingface.co/spaces/awacke1/Models-Datasets-Spaces-Search-Hub
     - Streamlit: Demonstrate transcript insights using AI libraries:  https://huggingface.co/spaces/awacke1/Transcript-EDA-NLTK
7. Get your mobile device for MFA, SMS (IPad, Android, iPhone to demo)
8. Get your top LLM's to help with AI Pair Programming.  Refactor model approach to use securely and internally.
    - GPT:  https://chatgpt.com/
    - Claude:  https://claude.ai/new
9. Set up code for Github for HTML, Gradio, Streamlit examples
10. Demonstrate and teach others.


Github AI Example Repositories:
1. HTML:   https://github.com/AaronCWacker/AIExamples-8-24-HTML
2. Gradio: https://github.com/AaronCWacker/AIExamples-8-24-Gradio
3. Streamlit: https://github.com/AaronCWacker/AIExamples-8-24-Streamlit

# Process:

1. Stage your three github repos with code.
2. In Azure Subscription search "App Services"
3. Add each git to an app service and configure command line call to start it.

Reference Papers and Spaces:

STaR: Self-Taught Reasoner, Bootstrapping Reasoning With Reasoning: https://openreview.net/pdf?id=_3ELRdg2sgI
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape: https://arxiv.org/pdf/2312.10868
AI Research Papers via ArXiV Gradio Space and API: - https://huggingface.co/spaces/awacke1/Arxiv-Paper-Search-And-QA-RAG-Pattern

HTML5: 🌟Depth Anything w/ 🤗 Transformers.js🐆  -  index.html - main app
Gradio: https://huggingface.co/spaces/awacke1/Models-Datasets-Spaces-Search-Hub
Streamlit:  Transcript EDA NLTK - https://huggingface.co/spaces/awacke1/Transcript-EDA-NLTK