StreamlitScroller

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awacke1 commited on Feb 16

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f578bd7

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1 Parent(s): 04d947f

Update app.v5.py

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app.v5.py +172 -109

app.v5.py CHANGED Viewed

@@ -1,8 +1,11 @@
 import streamlit as st
 import streamlit.components.v1 as components
-# Javascript and HTML to render mermaid models as a function component in python.
-def render_mermaid(mermaid_code, height=500):
     html_code = f"""
     <html>
       <head>
@@ -27,9 +30,143 @@ def render_mermaid(mermaid_code, height=500):
     components.html(html_code, height=height)
 # --------------------------
-# Markdown Outlines as Python Variables
 # --------------------------
 md_combined_outline = r'''
 # 📚 Hands On ML App. Dev. with Mixture of Experts and Multiagent Skills and State of Art ML Architecture
 1. **👥 Leadership and Collaboration LeCo:** Strategic leadership and team management.
@@ -64,12 +201,12 @@ md_submodels_outline = r'''
 2. **💬 Community Engagement and Collaboration - Public speaking, social media and collabs**
 ## 5. 📱 FullStack UI Mobile Product Development FuMo
-1. **📱 Mobile and Web App Development - Full, stack development, CI,CD and API design**
 2. **🎨 UI, UX and Frontend Integration - React, Next.js, TypeScript and intuitive design**
 3. **🔌 Backend and Cross-Platform Tools - Python, Node, cloud microservices and ML bridging**
 ## 6. 💻 Software Cloud MLOps Infrastructure SCMI
-1. **🛠️ Developer Tooling and Observability - Full, stack dev, debugging and SRE practices**
 2. **��� ML Frameworks and Automation - Python APIs, PyTorch, Keras and Ray, Horovod**
 3. **🔄 Data Pipelines and Processing - Spark, Airflow and ETL pipelines**
 4. **☁️ Cloud and Infrastructure Provisioning - Kubernetes, Docker, Terraform and cloud integration**
@@ -82,15 +219,15 @@ md_submodels_outline = r'''
 ## 8. 🔧 Systems Infrastructure LowLevel Engineering SyIn
 1. **🐧 Hardware and OS Integration - Linux, embedded, C, C++**
-2. **⚙️ Performance and Tuning - Cross, layer tuning, throughput and load balancing**
-3. **🤖 Advanced ML and Automation - Cross, team innovation, observability and ServiceNow**
-4. **🚀 Distributed and HPC Deployment - Data, center HPC, ML, GPU orchestration and multi-GPU pipelines**
 ## 9. 🎯 Specialized Domains Emerging Technologies SpDo
 1. **🎥 Advanced CV and 3D Graphics - Neural rendering, reconstruction and graphics engines**
 2. **🚗 Robotics and Autonomous Systems - Autonomous vehicles, sensor fusion and path planning**
 3. **💻 HPC and Hardware Integration - GPU, SoC modeling, HPC networking and prototyping**
-4. **🔢 AI Quantization and Inference - Quantization, in, browser inference and neural sparse models**
 '''
 md_glossary = r'''
@@ -100,11 +237,11 @@ md_glossary = r'''
 3. **🤖 Machine Learning AI MLAI:** Techniques and architectures for developing and deploying AI models.
 4. **📊 Data Engineering DaEn:** Methods for processing, analyzing and governing data.
 5. **🔒 Security and Compliance SeCo:** Practices ensuring system security and adherence to regulations.
-6. **👥 Leadership and Collaboration LeCo:** Strategies for effective team management and cross, functional coordination.
-7. **📱 FullStack UI Mobile FuMo:** End, to, end development of mobile and web interfaces integrating ML.
 8. **🎯 Specialized Domains SpDo:** Focus areas in advanced tech such as computer vision, robotics and HPC.
-9. **📢 Community OpenSource CoOS:** Engagement with open, source communities and technical education.
-10. **HPC:** High, Performance Computing; large, scale computational systems and clusters.
 11. **LLM:** Large Language Models; deep learning models for natural language processing.
 12. **MLOps:** Machine Learning Operations; practices for deploying and managing ML systems.
 '''
@@ -112,7 +249,7 @@ md_glossary = r'''
 md_python_libraries = r'''
 # 🐍 Python Libraries Guide
 1. **🔥 TensorFlow (tensorflow) -** Deep learning library for research and production.
-2. **🤗 Huggingface Hub (huggingface_hub) -** Platform for sharing and accessing pre, trained models.
 3. **🔄 Transformers (transformers) -** Library for NLP and model inference.
 4. **🔥 Torch (torch) -** PyTorch library for dynamic deep learning.
 5. **🚀 Streamlit (streamlit) -** Rapidly build interactive ML web apps.
@@ -122,7 +259,7 @@ md_python_libraries = r'''
 9. **💬 LangChain (langchain) -** Framework for building applications with language models.
 10. **🤖 OpenAI (openai) -** API for accessing GPT models and AI services.
 11. **🔑 Azure MSAL (msal) -** Authentication library for Azure services.
-12. **⚙️ Scikit, learn (scikit-learn) -** Machine learning tools for data mining and analysis.
 13. **📈 Matplotlib (matplotlib) -** Plotting library for data visualization.
 14. **🔍 Seaborn (seaborn) -** Statistical data visualization.
 15. **📊 Plotly (plotly) -** Interactive graphing library.
@@ -137,19 +274,19 @@ md_js_libraries = r'''
 # 💻 JavaScript Libraries Guide
 1. **🔥 React (react) -** Library for building UI components.
 2. **⚛️ Redux (redux) -** Predictable state container for JavaScript apps.
-3. **🌐 Node.js (node) -** JavaScript runtime for building server, side applications.
 4. **💻 Express (express) -** Web framework for Node.js.
 5. **🔗 D3.js (d3) -** Library for dynamic, interactive data visualizations.
 6. **📊 Chart.js (chart.js) -** Simple yet flexible charting library.
 7. **🛠 Webpack (webpack) -** Module bundler for JavaScript applications.
-8. **⚙️ Babel (babel) -** Transpiler for next, generation JavaScript.
-9. **🚀 Next.js (next) -** React framework for server, side rendering.
-10. **🎨 Tailwind CSS (tailwindcss) -** Utility, first CSS framework for rapid UI development.
 11. **🌀 jQuery (jquery) -** DOM manipulation library.
 12. **🔍 Lodash (lodash) -** Utility library for JavaScript.
 13. **⏰ Moment.js (moment) -** Date library for parsing, validating and formatting dates.
-14. **📡 Axios (axios) -** Promise, based HTTP client.
-15. **💬 Socket.io (socket.io) -** Real, time communication library.
 16. **🖼 Vue.js (vue) -** Progressive framework for building user interfaces.
 17. **🅰️ Angular (angular) -** Platform for building mobile and desktop web applications.
 18. **🔥 Ember.js (ember) -** Framework for creating ambitious web applications.
@@ -181,80 +318,8 @@ Unlock your AI mastery with our densified skill tree - from LC to SD - each node
 '''
 # --------------------------
-# Mermaid Diagrams
 # --------------------------
-# In these diagrams, the root nodes have been updated to two-letter abbreviations.
-# All ( and ) characters have been removed from the data.
-mermaid_areas = {
-    "1. 👥 Leadership and Collaboration - LeCo": r'''
-graph LR
-  LC[👥 Leadership and Collaboration - LeCo]
-  LC --> LeCo1a[1. 🚀 Strategic and Cross-Functional Leadership - Global strategy, team coordination and vendor management]
-  LC --> LeCo1b[2. 🤝 Team Building and Agile Collaboration - Coaching, agile processes and stakeholder management]
-  LC --> LeCo1c[3. 💡 Domain Expertise and Innovation - Deep AI knowledge and product strategy]
-    ''',
-    "2. 🔒 Security and Compliance - SeCo": r'''
-graph LR
-  SC[🔒 Security and Compliance - SeCo]
-  SC --> SeCo1[1. 🛡️ Security Operations and Incident Response - Incident management, pen testing and vulnerability assessment]
-  SC --> SeCo2[2. ✅ Compliance and Governance - Data quality, compliance policies and IAM]
-  SC --> SeCo3[3. 🔒 System Hardening and Automation - Secure HPC, ML, Python, Bash automation and cost optimization]
-    ''',
-    "3. 📊 Data Engineering - DaEn": r'''
-graph LR
-  DE[📊 Data Engineering - DaEn]
-  DE --> DaEn1[1. 💧 Data Processing and Ingestion - Multi, modal data, event handling and ETL]
-  DE --> DaEn2[2. 📊 Analytics, Forecasting and Visualization - BI, dashboards and forecasting]
-  DE --> DaEn3[3. 📝 Data Governance and Quality - Modeling, warehousing and stakeholder comms]
-    ''',
-    "4. 📢 Community OpenSource - CoOS": r'''
-graph LR
-  CO[📢 Community OpenSource - CoOS]
-  CO --> CoOS1[1. 📚 Technical Documentation and Demos - Code examples, demos and notebooks]
-  CO --> CoOS2[2. 💬 Community Engagement and Collaboration - Public speaking, social media and collabs]
-    ''',
-    "5. 📱 FullStack UI Mobile - FuMo": r'''
-graph LR
-  FM[📱 FullStack UI Mobile - FuMo]
-  FM --> FuMo1[1. 📱 Mobile and Web App Development - Full, stack development, CI,CD and API design]
-  FM --> FuMo2[2. 🎨 UI, UX and Frontend Integration - React, Next.js, TypeScript and intuitive design]
-  FM --> FuMo3[3. 🔌 Backend and Cross-Platform Tools - Python, Node, cloud microservices and ML bridging]
-    ''',
-    "6. 💻 Software Cloud MLOps - SCMI": r'''
-graph LR
-  SM[💻 Software Cloud MLOps - SCMI]
-  SM --> SCMI1[1. 🛠️ Developer Tooling and Observability - Full, stack dev, debugging and SRE practices]
-  SM --> SCMI2[2. 🤖 ML Frameworks and Automation - Python APIs, PyTorch, Keras and Ray, Horovod]
-  SM --> SCMI3[3. 🔄 Data Pipelines and Processing - Spark, Airflow and ETL pipelines]
-  SM --> SCMI4[4. ☁️ Cloud and Infrastructure Provisioning - Kubernetes, Docker, Terraform and cloud integration]
-    ''',
-    "7. 🤖 Machine Learning AI - MLAI": r'''
-graph LR
-  ML[🤖 Machine Learning AI - MLAI]
-  ML --> MLAI1[1. 🏛️ Large-Scale Architectures and Retrieval - Transformers, RAG and vector DBs]
-  ML --> MLAI2[2. ⚗️ Experimentation and Distributed Training - RL, quantization and ablation studies]
-  ML --> MLAI3[3. 📡 Application and API Development - Agentic AI, LLM inference and microservices]
-  ML --> MLAI4[4. 📈 Optimization and Monitoring - Performance tuning, scaling and reliability]
-    ''',
-    "8. 🔧 Systems Infrastructure - SyIn": r'''
-graph LR
-  SI[🔧 Systems Infrastructure - SyIn]
-  SI --> SyIn1[1. 🐧 Hardware and OS Integration - Linux, embedded, C, C++]
-  SI --> SyIn2[2. ⚙️ Performance and Tuning - Cross, layer tuning, throughput and load balancing]
-  SI --> SyIn3[3. 🤖 Advanced ML and Automation - Cross, team innovation, observability and ServiceNow]
-  SI --> SyIn4[4. 🚀 Distributed and HPC Deployment - Data, center HPC, ML, GPU orchestration and multi-GPU pipelines]
-    ''',
-    "9. 🎯 Specialized Domains - SpDo": r'''
-graph LR
-  SD[🎯 Specialized Domains - SpDo]
-  SD --> SpDo1[1. 🎥 Advanced CV and 3D Graphics - Neural rendering, reconstruction and graphics engines]
-  SD --> SpDo2[2. 🚗 Robotics and Autonomous Systems - Autonomous vehicles, sensor fusion and path planning]
-  SD --> SpDo3[3. 💻 HPC and Hardware Integration - GPU, SoC modeling, HPC networking and prototyping]
-  SD --> SpDo4[4. 🔢 AI Quantization and Inference - Quantization, in, browser inference and neural sparse models]
-    '''
-}
 combined_mermaid = r'''
 graph TD
   LC["1. 👥 Leadership and Collaboration - LeCo"]
@@ -286,29 +351,27 @@ graph TD
 # --------------------------
 # Streamlit App Layout
 # --------------------------
 def main():
     st.set_page_config(page_title="Densified Skill Tree", layout="wide")
     st.markdown(md_combined_outline, unsafe_allow_html=True)
-    st.markdown(md_submodels_outline, unsafe_allow_html=True)
-    for area, mermaid_code in mermaid_areas.items():
-        st.subheader(area)
-        render_mermaid(mermaid_code, height=300)
-    render_mermaid(combined_mermaid, height=800)
-    # 📖 Glossary
-    st.markdown(md_glossary, unsafe_allow_html=True)
-    # 🐍 Python Libraries Guide
-    st.markdown(md_python_libraries, unsafe_allow_html=True)
-    # 💻 JavaScript Libraries Guide
     st.markdown(md_js_libraries, unsafe_allow_html=True)
-    # 🖼 Picture Mnemonic Outline
     st.markdown(md_picture_mnemonic, unsafe_allow_html=True)
-    # 🐦 Tweet Summary
     st.markdown(md_tweet, unsafe_allow_html=True)
 if __name__ == "__main__":

 import streamlit as st
 import streamlit.components.v1 as components
+# --------------------------
+# Mermaid Renderer Function
+# --------------------------
+def render_mermaid(mermaid_code, height=300):
+    """Render a mermaid diagram using an HTML snippet in a Streamlit component."""
     html_code = f"""
     <html>
       <head>
     components.html(html_code, height=height)
 # --------------------------
+# Markdown Outlines for Each Area
 # --------------------------
+markdown_areas = {
+    "1. 👥 Leadership Management Collaboration LeCo": r'''
+1. 👥 Leadership Management Collaboration LeCo
+🚀 Strategic and Cross-Functional Leadership - Global strategy, team coordination and vendor management
+🤝 Team Building and Agile Collaboration - Coaching, agile processes and stakeholder management
+💡 Domain Expertise and Innovation - Deep AI framework knowledge and product strategy
+''',
+    "2. 🔒 Security Compliance Reliability SeCo": r'''
+2. 🔒 Security Compliance Reliability SeCo
+🛡️ Security Operations and Incident Response - Incident management, pen testing and vulnerability assessment
+✅ Compliance and Governance - Data quality, compliance policies and IAM
+🔒 System Hardening and Automation - Secure HPC, ML, Python, Bash automation and cost optimization
+''',
+    "3. 📊 Data Engineering Analytics Data Governance DaEn": r'''
+3. 📊 Data Engineering Analytics Data Governance DaEn
+💧 Data Processing and Ingestion - Multi, modal data, event handling and ETL pipelines
+📊 Analytics, Forecasting and Visualization - BI, dashboards and forecasting
+📝 Data Governance and Quality - Modeling, warehousing and stakeholder communications
+''',
+    "4. 📢 Community OpenSource Communication CoOS": r'''
+4. 📢 Community OpenSource Communication CoOS
+📚 Technical Documentation and Demos - Code examples, demos and notebooks
+💬 Community Engagement and Collaboration - Public speaking, social media and collaborations
+''',
+    "5. 📱 FullStack UI Mobile Product Development FuMo": r'''
+5. 📱 FullStack UI Mobile Product Development FuMo
+📱 Mobile and Web App Development - Full stack development, CI/CD and API design
+🎨 UI, UX and Frontend Integration - React, Next.js, TypeScript and intuitive design
+🔌 Backend and Cross-Platform Tools - Python, Node, cloud microservices and ML bridging
+''',
+    "6. 💻 Software Cloud MLOps Infrastructure SCMI": r'''
+6. 💻 Software Cloud MLOps Infrastructure SCMI
+🛠️ Developer Tooling and Observability - Full stack dev, debugging and SRE practices
+🤖 ML Frameworks and Automation - Python APIs, PyTorch, Keras and Ray, Horovod
+🔄 Data Pipelines and Processing - Spark, Airflow and ETL pipelines
+☁️ Cloud and Infrastructure Provisioning - Kubernetes, Docker, Terraform and cloud integration
+''',
+    "7. 🤖 Machine Learning AI Model Development MLAI": r'''
+7. 🤖 Machine Learning AI Model Development MLAI
+🏛️ Large-Scale Architectures and Retrieval - Transformers, RAG and vector DBs
+⚗️ Experimentation and Distributed Training - RL, quantization and ablation studies
+📡 Application and API Development - Agentic AI, LLM inference and microservices
+📈 Optimization and Monitoring - Performance tuning, scaling and reliability
+''',
+    "8. 🔧 Systems Infrastructure LowLevel Engineering SyIn": r'''
+8. 🔧 Systems Infrastructure LowLevel Engineering SyIn
+🐧 Hardware and OS Integration - Linux, embedded, C, C++
+⚙️ Performance and Tuning - Cross-layer tuning, throughput and load balancing
+🤖 Advanced ML and Automation - Cross-team innovation, observability and ServiceNow
+🚀 Distributed and HPC Deployment - Data center HPC, ML, GPU orchestration and multi-GPU pipelines
+''',
+    "9. 🎯 Specialized Domains Emerging Technologies SpDo": r'''
+9. 🎯 Specialized Domains Emerging Technologies SpDo
+🎥 Advanced CV and 3D Graphics - Neural rendering, reconstruction and graphics engines
+🚗 Robotics and Autonomous Systems - Autonomous vehicles, sensor fusion and path planning
+💻 HPC and Hardware Integration - GPU, SoC modeling, HPC networking and prototyping
+🔢 AI Quantization and Inference - Quantization, in-browser inference and neural sparse models
+'''
+}
+# --------------------------
+# Mermaid Diagrams for Each Area
+# --------------------------
+mermaid_areas = {
+    "1. 👥 Leadership Management Collaboration LeCo": r'''
+graph LR
+  LC[👥 Leadership and Collaboration - LeCo]
+  LC --> LeCo1a[1. 🚀 Strategic and Cross-Functional Leadership - Global strategy, team coordination and vendor management]
+  LC --> LeCo1b[2. 🤝 Team Building and Agile Collaboration - Coaching, agile processes and stakeholder management]
+  LC --> LeCo1c[3. 💡 Domain Expertise and Innovation - Deep AI knowledge and product strategy]
+    ''',
+    "2. 🔒 Security Compliance Reliability SeCo": r'''
+graph LR
+  SC[🔒 Security and Compliance - SeCo]
+  SC --> SeCo1[1. 🛡️ Security Operations and Incident Response - Incident management, pen testing and vulnerability assessment]
+  SC --> SeCo2[2. ✅ Compliance and Governance - Data quality, compliance policies and IAM]
+  SC --> SeCo3[3. 🔒 System Hardening and Automation - Secure HPC, ML, Python, Bash automation and cost optimization]
+    ''',
+    "3. 📊 Data Engineering Analytics Data Governance DaEn": r'''
+graph LR
+  DE[📊 Data Engineering - DaEn]
+  DE --> DaEn1[1. 💧 Data Processing and Ingestion - Multi, modal data, event handling and ETL]
+  DE --> DaEn2[2. 📊 Analytics, Forecasting and Visualization - BI, dashboards and forecasting]
+  DE --> DaEn3[3. 📝 Data Governance and Quality - Modeling, warehousing and stakeholder comms]
+    ''',
+    "4. 📢 Community OpenSource Communication CoOS": r'''
+graph LR
+  CO[📢 Community OpenSource - CoOS]
+  CO --> CoOS1[1. 📚 Technical Documentation and Demos - Code examples, demos and notebooks]
+  CO --> CoOS2[2. 💬 Community Engagement and Collaboration - Public speaking, social media and collabs]
+    ''',
+    "5. 📱 FullStack UI Mobile Product Development FuMo": r'''
+graph LR
+  FM[📱 FullStack UI Mobile - FuMo]
+  FM --> FuMo1[1. 📱 Mobile and Web App Development - Full stack development, CI/CD and API design]
+  FM --> FuMo2[2. 🎨 UI, UX and Frontend Integration - React, Next.js, TypeScript and intuitive design]
+  FM --> FuMo3[3. 🔌 Backend and Cross-Platform Tools - Python, Node, cloud microservices and ML bridging]
+    ''',
+    "6. 💻 Software Cloud MLOps Infrastructure SCMI": r'''
+graph LR
+  SM[💻 Software Cloud MLOps - SCMI]
+  SM --> SCMI1[1. 🛠️ Developer Tooling and Observability - Full stack dev, debugging and SRE practices]
+  SM --> SCMI2[2. 🤖 ML Frameworks and Automation - Python APIs, PyTorch, Keras and Ray, Horovod]
+  SM --> SCMI3[3. 🔄 Data Pipelines and Processing - Spark, Airflow and ETL pipelines]
+  SM --> SCMI4[4. ☁️ Cloud and Infrastructure Provisioning - Kubernetes, Docker, Terraform and cloud integration]
+    ''',
+    "7. 🤖 Machine Learning AI Model Development MLAI": r'''
+graph LR
+  ML[🤖 Machine Learning AI - MLAI]
+  ML --> MLAI1[1. 🏛️ Large-Scale Architectures and Retrieval - Transformers, RAG and vector DBs]
+  ML --> MLAI2[2. ⚗️ Experimentation and Distributed Training - RL, quantization and ablation studies]
+  ML --> MLAI3[3. 📡 Application and API Development - Agentic AI, LLM inference and microservices]
+  ML --> MLAI4[4. 📈 Optimization and Monitoring - Performance tuning, scaling and reliability]
+    ''',
+    "8. 🔧 Systems Infrastructure LowLevel Engineering SyIn": r'''
+graph LR
+  SI[🔧 Systems Infrastructure - SyIn]
+  SI --> SyIn1[1. 🐧 Hardware and OS Integration - Linux, embedded, C, C++]
+  SI --> SyIn2[2. ⚙️ Performance and Tuning - Cross-layer tuning, throughput and load balancing]
+  SI --> SyIn3[3. 🤖 Advanced ML and Automation - Cross-team innovation, observability and ServiceNow]
+  SI --> SyIn4[4. 🚀 Distributed and HPC Deployment - Data center HPC, ML, GPU orchestration and multi-GPU pipelines]
+    ''',
+    "9. 🎯 Specialized Domains Emerging Technologies SpDo": r'''
+graph LR
+  SD[🎯 Specialized Domains - SpDo]
+  SD --> SpDo1[1. 🎥 Advanced CV and 3D Graphics - Neural rendering, reconstruction and graphics engines]
+  SD --> SpDo2[2. 🚗 Robotics and Autonomous Systems - Autonomous vehicles, sensor fusion and path planning]
+  SD --> SpDo3[3. 💻 HPC and Hardware Integration - GPU, SoC modeling, HPC networking and prototyping]
+  SD --> SpDo4[4. 🔢 AI Quantization and Inference - Quantization, in-browser inference and neural sparse models]
+    '''
+}
+# --------------------------
+# Additional Markdown Sections (existing content)
+# --------------------------
 md_combined_outline = r'''
 # 📚 Hands On ML App. Dev. with Mixture of Experts and Multiagent Skills and State of Art ML Architecture
 1. **👥 Leadership and Collaboration LeCo:** Strategic leadership and team management.
 2. **💬 Community Engagement and Collaboration - Public speaking, social media and collabs**
 ## 5. 📱 FullStack UI Mobile Product Development FuMo
+1. **📱 Mobile and Web App Development - Full stack development, CI/CD and API design**
 2. **🎨 UI, UX and Frontend Integration - React, Next.js, TypeScript and intuitive design**
 3. **🔌 Backend and Cross-Platform Tools - Python, Node, cloud microservices and ML bridging**
 ## 6. 💻 Software Cloud MLOps Infrastructure SCMI
+1. **🛠️ Developer Tooling and Observability - Full stack dev, debugging and SRE practices**
 2. **��� ML Frameworks and Automation - Python APIs, PyTorch, Keras and Ray, Horovod**
 3. **🔄 Data Pipelines and Processing - Spark, Airflow and ETL pipelines**
 4. **☁️ Cloud and Infrastructure Provisioning - Kubernetes, Docker, Terraform and cloud integration**
 ## 8. 🔧 Systems Infrastructure LowLevel Engineering SyIn
 1. **🐧 Hardware and OS Integration - Linux, embedded, C, C++**
+2. **⚙️ Performance and Tuning - Cross-layer tuning, throughput and load balancing**
+3. **🤖 Advanced ML and Automation - Cross-team innovation, observability and ServiceNow**
+4. **🚀 Distributed and HPC Deployment - Data center HPC, ML, GPU orchestration and multi-GPU pipelines**
 ## 9. 🎯 Specialized Domains Emerging Technologies SpDo
 1. **🎥 Advanced CV and 3D Graphics - Neural rendering, reconstruction and graphics engines**
 2. **🚗 Robotics and Autonomous Systems - Autonomous vehicles, sensor fusion and path planning**
 3. **💻 HPC and Hardware Integration - GPU, SoC modeling, HPC networking and prototyping**
+4. **🔢 AI Quantization and Inference - Quantization, in-browser inference and neural sparse models**
 '''
 md_glossary = r'''
 3. **🤖 Machine Learning AI MLAI:** Techniques and architectures for developing and deploying AI models.
 4. **📊 Data Engineering DaEn:** Methods for processing, analyzing and governing data.
 5. **🔒 Security and Compliance SeCo:** Practices ensuring system security and adherence to regulations.
+6. **👥 Leadership and Collaboration LeCo:** Strategies for effective team management and cross-functional coordination.
+7. **📱 FullStack UI Mobile FuMo:** End-to-end development of mobile and web interfaces integrating ML.
 8. **🎯 Specialized Domains SpDo:** Focus areas in advanced tech such as computer vision, robotics and HPC.
+9. **📢 Community OpenSource CoOS:** Engagement with open-source communities and technical education.
+10. **HPC:** High Performance Computing; large-scale computational systems and clusters.
 11. **LLM:** Large Language Models; deep learning models for natural language processing.
 12. **MLOps:** Machine Learning Operations; practices for deploying and managing ML systems.
 '''
 md_python_libraries = r'''
 # 🐍 Python Libraries Guide
 1. **🔥 TensorFlow (tensorflow) -** Deep learning library for research and production.
+2. **🤗 Huggingface Hub (huggingface_hub) -** Platform for sharing and accessing pre-trained models.
 3. **🔄 Transformers (transformers) -** Library for NLP and model inference.
 4. **🔥 Torch (torch) -** PyTorch library for dynamic deep learning.
 5. **🚀 Streamlit (streamlit) -** Rapidly build interactive ML web apps.
 9. **💬 LangChain (langchain) -** Framework for building applications with language models.
 10. **🤖 OpenAI (openai) -** API for accessing GPT models and AI services.
 11. **🔑 Azure MSAL (msal) -** Authentication library for Azure services.
+12. **⚙️ Scikit-learn (scikit-learn) -** Machine learning tools for data mining and analysis.
 13. **📈 Matplotlib (matplotlib) -** Plotting library for data visualization.
 14. **🔍 Seaborn (seaborn) -** Statistical data visualization.
 15. **📊 Plotly (plotly) -** Interactive graphing library.
 # 💻 JavaScript Libraries Guide
 1. **🔥 React (react) -** Library for building UI components.
 2. **⚛️ Redux (redux) -** Predictable state container for JavaScript apps.
+3. **🌐 Node.js (node) -** JavaScript runtime for building server-side applications.
 4. **💻 Express (express) -** Web framework for Node.js.
 5. **🔗 D3.js (d3) -** Library for dynamic, interactive data visualizations.
 6. **📊 Chart.js (chart.js) -** Simple yet flexible charting library.
 7. **🛠 Webpack (webpack) -** Module bundler for JavaScript applications.
+8. **⚙️ Babel (babel) -** Transpiler for next-generation JavaScript.
+9. **🚀 Next.js (next) -** React framework for server-side rendering.
+10. **🎨 Tailwind CSS (tailwindcss) -** Utility-first CSS framework for rapid UI development.
 11. **🌀 jQuery (jquery) -** DOM manipulation library.
 12. **🔍 Lodash (lodash) -** Utility library for JavaScript.
 13. **⏰ Moment.js (moment) -** Date library for parsing, validating and formatting dates.
+14. **📡 Axios (axios) -** Promise-based HTTP client.
+15. **💬 Socket.io (socket.io) -** Real-time communication library.
 16. **🖼 Vue.js (vue) -** Progressive framework for building user interfaces.
 17. **🅰️ Angular (angular) -** Platform for building mobile and desktop web applications.
 18. **🔥 Ember.js (ember) -** Framework for creating ambitious web applications.
 '''
 # --------------------------
+# Combined Mermaid Diagram (Overview)
 # --------------------------
 combined_mermaid = r'''
 graph TD
   LC["1. 👥 Leadership and Collaboration - LeCo"]
 # --------------------------
 # Streamlit App Layout
 # --------------------------
 def main():
     st.set_page_config(page_title="Densified Skill Tree", layout="wide")
+    # Optionally render combined outlines and submodels if desired:
     st.markdown(md_combined_outline, unsafe_allow_html=True)
+    #st.markdown(md_submodels_outline, unsafe_allow_html=True)
+    # For each numbered area, display its markdown outline first, then its mermaid diagram.
+    for key in sorted(markdown_areas.keys(), key=lambda k: int(k.split('.')[0])):
+        st.markdown(markdown_areas[key], unsafe_allow_html=True)
+        if key in mermaid_areas:
+            render_mermaid(mermaid_areas[key], height=350)
+    # Render the combined mermaid diagram for an overview
+    render_mermaid(combined_mermaid, height=850)
+    # Display additional markdown sections
+    st.markdown(md_glossary, unsafe_allow_html=True)
+    st.markdown(md_python_libraries, unsafe_allow_html=True)
     st.markdown(md_js_libraries, unsafe_allow_html=True)
     st.markdown(md_picture_mnemonic, unsafe_allow_html=True)
     st.markdown(md_tweet, unsafe_allow_html=True)
 if __name__ == "__main__":