Update app.py

app.py

@@ -3,21 +3,6 @@ from graphviz import Digraph
 
 st.markdown("""
 
-# 🌐 Copy and Modify this space:  https://huggingface.co/spaces/awacke1/AIZTH-03-09-2023
-1. Open two browser windows side by side
-2. Space, New Space on Right side.
-3. On Left side, Browse files, Download, Upload
-4. Share URL to the crowd.
-5. See if you can do in 60 seconds or less with practice
-6. Identify what to change: Model name, Examples, Readme.
-7. Like and Comment for Community Feedback.
-
-
-# 🌐 Org Join:
-1. Org: https://huggingface.co/CognitiveAIForHealth
-2. Join Link: https://huggingface.co/organizations/CognitiveAIForHealth/share/LUIgWlwxqHYTeKWwVGOCaADIJNDBdtOfER
-3. Observe - Verify if you show up in Team list.
-
 # 👋 Multiply your productivity by 100 times today using AI:
 
 🌐 Lets prove it with  HuggingFace, Gradio, Streamlit, ChatGPT,and HTML/Javascript
@@ -28,43 +13,56 @@ My Progression:
 
 # 🌐 Conclusion: Over 100x with this simple recipe.
 
-## 🌐 AI Pair Programming Process and Method: 
+
+# 🌐 AI Pair Programming Process and Method: 
 
 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.
 
-## 🌐 Prompt using domain technical knowledge to accelerate process of design and development.
+# **Why does this work?**  
+Copy and Modify Pattern, Mirroring, and the Human Brain.
+
+# 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
+
+# 🌐 Prompt using domain technical knowledge to accelerate process of design and development.
 
-## Favorite Quick and Easy prompting patterns:
+Quick and Easy prompting patterns:
 
-**Markdown**
+# **Markdown**
 1. **Prompt:** Create a markdown cheat sheet that lists all the commands and short instructions for performing markdown code.
 2. **Trouble** with code versus non code due to delimiters like triple apostrophe?  Its using markdown.
 3. **Prompt:** Show full code listing in markdown code with no comments
 
-**Mermaid**
-Organized, Sorted Graphs. 
-🌐 https://huggingface.co/spaces/awacke1/MermaidModelHTML5Demo
+# **Mermaid** Organized, Sorted Graphs.  - 🌐 https://huggingface.co/spaces/awacke1/MermaidModelHTML5Demo
 1. **Python Streamlit** and Python gradio with code example input.
 2. **Progressions** iterate with prompts to get what you want in a few steps..
 3. **Prompt and Experiment:**  Write an AI program using python, streamlit sklearn and keras to produce an AI program predicting sepal length.
 4. **Curate and Revise:** Show full code listing.  remove commentary.  Make code listing as short as possible with few lines of code
 5. **Reinforce and Teach:** Test and Share with HF to debug and test.  Demonstrate and share links to others.
- 
-# **Why does this work?**  
-Copy and Modify Pattern, Mirroring, and the Human Brain.
 
-# 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
 
+# 🌐 Copy and Modify this space:  https://huggingface.co/spaces/awacke1/AIZTH-03-09-2023
+1. Open two browser windows side by side
+2. Space, New Space on Right side.
+3. On Left side, Browse files, Download, Upload
+4. Share URL to the crowd.
+5. See if you can do in 60 seconds or less with practice
+6. Identify what to change: Model name, Examples, Readme.
+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.
 
 # 🌐 HF Token - Create a new token in Settings for this code:
 
-Copy and Modify this Gradio AI Pipeline, Then Code Review:
+Copy and Modify this Gradio AI Pipeline, Then Code Review and add HF_TOKEN:
 https://huggingface.co/spaces/awacke1/Sentence2Paragraph
 
 1. HF_TOKEN = os.environ.get("HF_TOKEN")    # get token from secrets, copy token value HF_TOKEN from Profile settings token into this repo settings