Update app.py

app.py

@@ -4,7 +4,7 @@ from graphviz import Digraph
 
 st.markdown("""
 
-# 👋 Two easy ways to turbo boost your AI learning journey! 💻
+# 👋 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:
@@ -21,21 +21,73 @@ st.markdown("""
 3. 🚀 Try watching the videos at a faster speed while exercising, and sample the first five minutes of each video.
 4. 📜 Reorder the playlist so the most useful videos are at the front, and take breaks to exercise.
 5. 📝 Practice note-taking in markdown to instantly save what you want to remember. Share your notes with others!
-6. 👥 AI Pair Programming Using Long Answer Language Models with Human Feedback:
-
-## 🎥 2023 AI/ML Advanced Learning Playlists:
-1. [2023 QA Models and Long Form Question Answering NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFovrkkx8HMTLNgYdjCMNYmX_)
-2. [FHIR Bioinformatics Development Using AI/ML and Python, Streamlit, and Gradio - 2022](https://www.youtube.com/playlist?list=PLHgX2IExbFovoMUC3hYXeFegpk_Y0Lz0Q)
-3. [2023 ChatGPT for Coding Assistant Streamlit, Gradio and Python Apps](https://www.youtube.com/playlist?list=PLHgX2IExbFouOEnppexiKZVdz_k5b0pvI)
-4. [2023 BigScience Bloom - Large Language Model for AI Systems and NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFouqnsIqziThlPCX_miiDq14)
-5. [2023 Streamlit Pro Tips for AI UI UX for Data Science, Engineering, and Mathematics](https://www.youtube.com/playlist?list=PLHgX2IExbFou3cP19hHO9Xb-cN8uwr5RM)
-6. [2023 Fun, New and Interesting AI, Videos, and AI/ML Techniques](https://www.youtube.com/playlist?list=PLHgX2IExbFotoMt32SrT3Xynt5BXTGnEP)
-7. [2023 Best Minds in AGI AI Gamification and Large Language Models](https://www.youtube.com/playlist?list=PLHgX2IExbFotmFeBTpyje1uI22n0GAkXT)
-8. [2023 State of the Art for Vision Image Classification, Text Classification and Regression, Extractive Question Answering and Tabular Classification](https://www.youtube.com/playlist?list=PLHgX2IExbFotPcPu6pauNHOoZTTbnAQ2F)
-9. [2023 AutoML DataRobot and AI Platforms for Building Models, Features, Test, and Transparency](https://www.youtube.com/playlist?list=PLHgX2IExbFovsY2oGbDwdEhPrakkC8i3g)
+6. 👥 AI Pair Programming Using Long Answer Language Models with Human Feedback
+7. ## 🎥 2023 AI/ML Advanced Learning Playlists:
+    1. [2023 QA Models and Long Form Question Answering NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFovrkkx8HMTLNgYdjCMNYmX_)
+    2. [FHIR Bioinformatics Development Using AI/ML and Python, Streamlit, and Gradio - 2022](https://www.youtube.com/playlist?list=PLHgX2IExbFovoMUC3hYXeFegpk_Y0Lz0Q)
+    3. [2023 ChatGPT for Coding Assistant Streamlit, Gradio and Python Apps](https://www.youtube.com/playlist?list=PLHgX2IExbFouOEnppexiKZVdz_k5b0pvI)
+    4. [2023 BigScience Bloom - Large Language Model for AI Systems and NLP](https://www.youtube.com/playlist?list=PLHgX2IExbFouqnsIqziThlPCX_miiDq14)
+    5. [2023 Streamlit Pro Tips for AI UI UX for Data Science, Engineering, and Mathematics](https://www.youtube.com/playlist?list=PLHgX2IExbFou3cP19hHO9Xb-cN8uwr5RM)
+    6. [2023 Fun, New and Interesting AI, Videos, and AI/ML Techniques](https://www.youtube.com/playlist?list=PLHgX2IExbFotoMt32SrT3Xynt5BXTGnEP)
+    7. [2023 Best Minds in AGI AI Gamification and Large Language Models](https://www.youtube.com/playlist?list=PLHgX2IExbFotmFeBTpyje1uI22n0GAkXT)
+    8. [2023 State of the Art for Vision Image Classification, Text Classification and Regression, Extractive Question Answering and Tabular Classification](https://www.youtube.com/playlist?list=PLHgX2IExbFotPcPu6pauNHOoZTTbnAQ2F)
+    9. [2023 AutoML DataRobot and AI Platforms for Building Models, Features, Test, and Transparency](https://www.youtube.com/playlist?list=PLHgX2IExbFovsY2oGbDwdEhPrakkC8i3g)
 """)
 
 
+st.markdown("""
+
+# Multiply your productivity by 100 times today using AI:
+  - Lets prove it with  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**)
+    4. Conclusion: Over 100x with this simple recipe.
+    
+    ## 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.
+
+# How to Prompt using domain technical knowledge to accelerate process of design and development.
+  1. Top Ten Favorite Quick and Easy prompting patterns:
+    1. **Markdown** 1,2,3
+      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 delimited by ``` with no comments
+    2. **Mermaid** for sorted and organized graphs.
+    3. **Python Streamlit** and Python gradio with code example input.
+    4. **Progressions** iterate with prompts to get what you want in a few steps..
+      1. **Prompt and Experiment:**  Write an AI program using python, streamlit sklearn and keras to produce an AI program predicting sepal length.
+      2. **Curate and Revise:** Show full code listing.  remove commentary.  Make code listing as short as possible with few lines of code
+      3. **Reinforce and Teach:** Test and Share with HF to debug and test.  Demonstrate and share links to others.
+  2. **Why does this work?**  Copy and Modify Pattern, Mirroring, and the Human Brain.
+  3. **Life Lessons** from Steel Manufacturing - Innovation, Productivity
+    1. **US Steel** - Cost of not changing and 5%
+    2. **Tata Steel** - Employment, Karma, and Legends
+
+# HF Token - Create a new token in Settings for this code:
+  HF_TOKEN = os.environ.get("HF_TOKEN")    # get token from secrets, copy token value HF_TOKEN from Profile settings token into this repo settings
+  generator2 = gr.Interface.load("huggingface/EleutherAI/gpt-neo-2.7B", api_key=HF_TOKEN) # add api_key=HF_TOKEN to get over the quota error
+  generator3 = gr.Interface.load("huggingface/EleutherAI/gpt-j-6B", api_key=HF_TOKEN)
+  generator1 = gr.Interface.load("huggingface/gpt2-large", api_key=HF_TOKEN)
+  gr.Parallel(generator1, generator2, generator3, inputs=gr.inputs.Textbox(lines=5, label="Enter a sentence to get another sentence."),
+            title=title, examples=examples).launch(share=False)
+
+# Access Tokens:
+![image](https://user-images.githubusercontent.com/30595158/224001979-aba0c67d-dc28-44f8-bf13-cd01f9fe9b48.png)
+
+3. Gradio Spaces - Lets set time records for copy/modify pattern
+  1. Concept, Examples, 3 AI Models:  https://huggingface.co/spaces/awacke1/Sentence2Paragraph
+  2. Generative AI: https://huggingface.co/spaces/awacke1/Image-to-Line-Drawings
+
+
+
+""")
+
+
+
 st.markdown("""
 
 # Cognitive AI with Human Feedback (CAHF) [Example 🩺⚕️](https://huggingface.co/spaces/awacke1/Cognitive-AI-Episodic-Semantic-Memory-Demo):