Update app.py

app.py

@@ -5,30 +5,42 @@ st.markdown("""
 
 # 👋 Multiply your productivity by 100 times today using AI:
 
-🌐 Lets prove it with  HuggingFace, Gradio, Streamlit, ChatGPT,and HTML/Javascript
+🌐 Required Tools: HuggingFace, Gradio, Streamlit, ChatGPT,and HTML/Javascript
 My Progression:
 1. 2021 - With AI Coding From Scratch **10 AI programs per year** = 1 AI Program per 36.5 days.
 2. 2022 - Discovered HF Spaces.  **200 AI Programs** = a little over .5 Programs per day.
 3. 2023 - New process - **AI Pair Programming** ChatGPT+HF = 266 in Q1 (**1064 programs per year**)
 
-# 🌐 Conclusion: Over 100x with this simple recipe.
+
+# 🌐 New Process for AI Pair Programming 
+## Open 2 Browsers on left and right side of screen:
+1. __🌐 Left - ChatGPT__ [URL](https://chat.openai.com/chat) or [URL2](https://platform.openai.com/playground) and 
+2. __🌐 Right - Huggingface__ [URL](https://huggingface.co/awacke1)  in separate browser windows.
+
+1. 🤖 Use prompts to generate a streamlit program.  Test on Huggingface (public, open source, SSL on web) or locally to test it.
+2. 🔧 For advanced work, add Python 3.10 and VSCode locally, and then debug as gradio or streamlit apps.
+3. 🚀 Use these two superpower processes to reduce the time it takes you to make a new AI program! ⏱️
+
+# 🌐 Conclusion: Over 100x in 2023 using this simple recipe.
 
 
 # 🌐 AI Pair Programming Process and Method: 
 
-# 🌐 Prove It - HTML5 VR apps - Copy and Modify in 60 seconds - Inspiration:  https://youtu.be/bripxPHFw54
+# 🌐 Proving It - HTML5 VR app tests - Copy and Modify these.  Try in 60 seconds.
 1. https://huggingface.co/spaces/awacke1/HTML5-Aframe-3dMap-Flight
 2. https://huggingface.co/spaces/awacke1/HTML5-Aframe-3D-Maps
+Demonstration worked first time, total time 4 seconds - pretty close.
+
 
-When focused using AI to write outline, simplify outline, generate examples, debug and curate:
-1. **Record:** 30 working programs in 2 days on planned subject outline. (15/day)
-2. Synopsis: Learning in the Loop - AI Pair programming expands your knowledge.
-3. Use **Targeted AI vocabulary keywords** to generate domain specific code and text mashups.
+Focus on prompt as requirements using AI to write code, outline, refactor, generate and test examples, then debug and curate:
+1. **My 2023 Record:** 30 working programs in 2 days on a planned subject outline. (15 programs a day)
+2. Synopsis: Learning in the Loop with AI Pair programming expands your knowledge.  You can learn from content it was trained on.
+3. Use **Targeted AI vocabulary keywords** to generate domain specific code and text mashups.  e.g. Python, Streamlit, Gradio, Keras, SKLearn, Torch, Tensorflow, HTML5, Javascript..
 
 # **Why does this work?**  
 Copy and Modify Pattern, Mirroring, and the Human Brain.
 
-# Cost of not innovating:
+# What is the **Cost of not Innovating**:
 1. **Life Lessons** from Steel Manufacturing - Innovation, Productivity
 2. **US Steel** - Cost of not changing and 5%
 3. **Tata Steel** - Employment, Karma, and Legends
@@ -60,11 +72,11 @@ Quick and Easy prompting patterns:
 7. Like and Comment for Community Feedback.
 
 
-# 🌐 Org Join: https://huggingface.co/CognitiveAIForHealth
-1. Join Link: https://huggingface.co/organizations/CognitiveAIForHealth/share/LUIgWlwxqHYTeKWwVGOCaADIJNDBdtOfER
-2. Observe - Verify you show up in Team list.
+# 🌐 Organization for Classrooom today.   
+1. Instant Join Link (requires account on https://huggingface.co ): https://huggingface.co/organizations/CognitiveAIForHealth/share/LUIgWlwxqHYTeKWwVGOCaADIJNDBdtOfER
+2. Observe - Verify you show up in Team list.  Check it here!: https://huggingface.co/CognitiveAIForHealth
 
-# 🌐 HF Token - Create a new token in Settings for this code:
+# 🌐 HF Token - Tokens are needed for security - Lets Create a new token in Settings for code examples below:
 
 Copy and Modify this Gradio AI Pipeline, Then Code Review and add HF_TOKEN:
 https://huggingface.co/spaces/awacke1/Sentence2Paragraph
@@ -87,7 +99,6 @@ https://huggingface.co/spaces/awacke1/Sentence2Paragraph
 3. Open 3 in new tab, Deploy Spaces.
 
 # 🌐 Top Copy and Modify Examples 
-
 Lets set time records for copy/modify pattern - Get these running in your account.
 
 1. **Cognitive, RLHF**:  [Example 🩺⚕️](https://huggingface.co/spaces/awacke1/Cognitive-AI-Episodic-Semantic-Memory-Demo)
@@ -142,16 +153,6 @@ Lets set time records for copy/modify pattern - Get these running in your accoun
 
 st.markdown("""
 
-# 👋 Multiply your productivity by 100 times today using AI - Two easy ways to turbo boost your AI learning journey! 💻
-
-# 🌐 AI Pair Programming 
-## Open 2 Browsers to:
-1. __🌐 ChatGPT__ [URL](https://chat.openai.com/chat) or [URL2](https://platform.openai.com/playground) and 
-2. __🌐 Huggingface__ [URL](https://huggingface.co/awacke1)  in separate browser windows.
-
-1. 🤖 Use prompts to generate a streamlit program on Huggingface or locally to test it.
-2. 🔧 For advanced work, add Python 3.10 and VSCode locally, and debug as gradio or streamlit apps.
-3. 🚀 Use these two superpower processes to reduce the time it takes you to make a new AI program! ⏱️
 
 # 🎥 YouTube University Method:
 1. 🏋️‍♀️ Plan two hours each weekday to exercise your body and brain.