sam-4screen-desktop 2026-10-17:6:51:28

200 projects/Tools Software WebUI/Graphify.md

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+---
+title: Graphify
+type: project
+status: active
+created: "2026-10-13"
+updated: "2026-09-26"
+tags:
+  - project
+  - ai-agents
+  - architecture
+  - obsidian
+  - graphify
+  - tool
+  - knowledge-graph
+  - pi-agent
+  - showcase
+skills:
+  - python
+  - knowledge-graphs
+  - mcp
+  - subagent-orchestration
+  - graph-analytics
+tools:
+  - graphify (graphifyy)
+  - pi-graphify
+  - mcp
+  - networkx
+---
+
+# Graphify — Overview
+
+## 💡 What is this project?
+
+Graphify turns a folder of files into a knowledge graph. It reads the files, finds
+concepts, and links them. The graph answers questions that cross many files.
+
+I run it on my Obsidian vault. The graph holds 2,171 nodes and 2,770 edges across
+128 communities. An AI agent reads the graph instead of all 134 notes.
+
+## 🌟 Key Highlights (Portfolio & Employment)
+
+- **Concept**: A persistent knowledge graph with an honest audit trail. Every link is tagged EXTRACTED, INFERRED, or AMBIGUOUS.
+- **Tools & Skills Showcase**: Python, NetworkX community detection, an MCP server, pi extension tools, and subagent orchestration for semantic extraction.
+- **Practical Value**: One query reads the graph instead of 134 files. The measured cost is 31 times fewer tokens per query.
+
+## 📐 Architecture & Flow
+
+```mermaid
+flowchart LR
+    A["Obsidian vault<br/>134 notes"] --> B["detect + chunk"]
+    B --> C["semantic extraction<br/>pi subagents"]
+    C --> D["graph.json<br/>2171 nodes / 2770 edges"]
+    D --> E["cluster + analyze"]
+    E --> F["GRAPH_REPORT.md"]
+    E --> G["graph.html"]
+    D --> H["MCP server<br/>graphify-vault"]
+    H --> I["AI agents<br/>query_graph"]
+```
+
+## 🔗 Related Notes & Links
+
+- **Graph data**: `/home/sam/graphify/obsidian-vault/graph.json`
+- **Interactive HTML**: `/home/sam/graphify/obsidian-vault/graph.html`
+- **Report**: `/home/sam/graphify/obsidian-vault/GRAPH_REPORT.md`
+- **Interface**: MCP server `graphify-vault` (query from any folder), plus CLI and pi tools.
+- **AI Context (Outline)**: collection `Graphify`