📅 2025-05-22 — Session: Enhanced Dendrogram Visualization and Docusaurus Structuring

🕒 06:25–07:20
🏷️ Labels: Dendrogram, Visualization, Docusaurus, Clustering, Knowledge Management
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance dendrogram visualizations and structure content in a Docusaurus wiki for better knowledge management and user interaction.

Key Activities

  • Improved dendrogram visualization by refining cluster separation, tick label readability, and layout.
  • Refined TF-IDF vectorization code for better clustering clarity.
  • Advocated using Chroma embeddings for semantic clustering over TF-IDF.
  • Developed Python code for hierarchical clustering with visualization improvements.
  • Extracted sorted IDs from hierarchical clustering using Python’s scipy.
  • Analyzed dendrogram drift to formalize cluster boundaries and enhance knowledge organization.
  • Designed a Docusaurus section architecture focusing on user intent and content function.
  • Provided user intent examples for LLM tools and automation in the Docusaurus context.
  • Visualized the Docusaurus wiki structure and proposed sectional plans for content organization.
  • Mapped dendrogram entries and summaries to the Docusaurus wiki structure.

Achievements

  • Successfully improved dendrogram visualizations and provided a structured plan for organizing Docusaurus content.
  • Created a comprehensive framework for integrating dendrogram insights into the Docusaurus wiki.

Pending Tasks

  • Implement the proposed Docusaurus section architecture and integrate the mapped dendrogram entries into the wiki.