Author: John Mitchell (@whmatrix) Status: ENTRY_ROUTER (Portfolio Hub)

Professional portfolio showcasing production-grade semantic indexing and RAG infrastructure.

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Resource	Description
Universal Protocol v4.23	Canonical spec: deliverable contracts, audit contracts, quality gates
semantic-indexing-batch-02	Production implementation: 8.3M+ vectors indexed
research-corpus-discovery	Applied methodology: semantic search across 10 research institutions, 4,600+ documents

Note: semantic-indexing-batch-01 is a superseded foundation batch.

Structural Analysis

• comparative-grammar-gpt-vs-claude — GPT vs Claude dialogue grammar comparison
• structural-collaboration-primitives — Interaction primitive definitions
• interaction-mechanics-index — Dual FAISS indices for dialogue mechanics retrieval

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whmatrix.github.io

Live site: https://whmatrix.github.io

Production Stats

• Total Vectors: 9,016,688 across 9 production datasets (batch-01 + batch-02)
• Research Corpora: 4,600+ documents across 10 institutions (~75,000 chunks)
• Datasets: Wikipedia Featured Articles, StackExchange Python, ArXiv ML Abstracts, 20 Newsgroups, SimpleWiki, IMDB, StackOverflow, AG News, Disaster Tweets
• Model: intfloat/e5-large-v2 (1024-dim embeddings)
• Index: FAISS IndexFlatIP

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Visual Overview

+-------------------------------------------------------+
| whmatrix: Semantic Search Stack |
+-------------------------------------------------------+
| |
| SCALE STANDARDS THEORY APPLICATION |
| | | | | |
| +- 661K +- Protocol +- Grammar +- 10 |
| +- 8.35M +- v4.23 +- Primitives orgs |
| +- Mechanics |
| |
| [Try Demo] [View Specs] [See Architecture] |
+-------------------------------------------------------+
Vectors indexed: 9,016,688 (across 9 datasets)
Documents analyzed: 4,600+ (across 10 institutions)
Query latency: <100ms (single query)
Embedding model: e5-large-v2 (1024-dim, FP16)
Index type: FAISS IndexFlatIP

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Scope

This site serves as a presentation and routing layer, not a full technical explanation.

• Static HTML/CSS only
• No JavaScript frameworks
• No blog or research log
• No client-specific material

All production guarantees, acceptance criteria, and verification artifacts are defined in the protocol repository.