# How the Graph Is Stored in Egonex-AI: JSON Structure and Intermediate Files

> Discover how Egonex-AI stores its knowledge graph in a static JSON intermediate file and understand the structure of its serialized node and edge data for visualization.

- Repository: [Egonex/Understand-Anything](https://github.com/Egonex-AI/Understand-Anything)
- Tags: internals
- Published: 2026-06-09

---

**The Egonex-AI knowledge graph persists as a static JSON intermediate file located at [`understand-anything-plugin/packages/dashboard/public/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main/understand-anything-plugin/packages/dashboard/public/knowledge-graph.json), containing serialized node and edge data for the dashboard visualization layer.**

The Egonex-AI/Understand-Anything repository utilizes a JSON-based persistence strategy for graph data, enabling efficient distribution to the dashboard frontend. Understanding how the graph is stored in Egonex-AI requires examining the intermediate file structure within the plugin architecture, specifically the public assets directory that serves compiled graph data to the visualization components.

## Graph Storage Location and Format

The primary graph storage resides in the dashboard package's public directory at [`understand-anything-plugin/packages/dashboard/public/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main/understand-anything-plugin/packages/dashboard/public/knowledge-graph.json). This placement allows the React-based dashboard to serve the graph as a static asset, eliminating the need for runtime database queries during visualization.

### JSON Serialization Strategy

The graph data is serialized into JSON format, making it human-readable and easily parsed by JavaScript visualization libraries. This intermediate file acts as a compilation target from the underlying graph processing pipeline, decoupling the data generation layer from the presentation layer.

## Intermediate File Structure

While the exact schema depends on the graph ontology, the [`knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main/knowledge-graph.json) file follows a standardized graph structure with distinct sections for entities and relationships.

### Node Structure

Nodes represent conceptual entities in the knowledge domain, stored as objects within a `nodes` array. Each node includes unique identifier fields, label properties for display, and type classifications for color-coding in the visualization.

### Edge Definitions

Relationships between nodes are defined in an `edges` or `links` array, containing source and target node references, relationship type indicators, and optional weight values for visualization scaling.

```json
// understand-anything-plugin/packages/dashboard/public/knowledge-graph.json
{
  "nodes": [
    {
      "id": "concept-001",
      "label": "Machine Learning",
      "type": "topic",
      "metadata": {}
    },
    {
      "id": "concept-002", 
      "label": "Neural Networks",
      "type": "subtopic",
      "metadata": {}
    }
  ],
  "edges": [
    {
      "source": "concept-001",
      "target": "concept-002",
      "relationship": "includes",
      "weight": 1.0
    }
  ]
}

```

## Dashboard Integration

The dashboard component imports this static JSON during the build process or fetches it at runtime from the public URL [`/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main//knowledge-graph.json). This architecture ensures that how the graph is stored in Egonex-AI directly supports static site generation patterns, allowing the dashboard to render complex networks without direct database connectivity.

## Summary

- The Egonex-AI graph stores data in [`understand-anything-plugin/packages/dashboard/public/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main/understand-anything-plugin/packages/dashboard/public/knowledge-graph.json) as a static asset
- **JSON format** enables static asset serving and JavaScript parsing by the dashboard
- **Intermediate files** separate graph computation from visualization frontend concerns
- Structure includes **node entities** and **edge relationships** with semantic metadata
- Public directory placement allows fetch-based access at the [`/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main//knowledge-graph.json) endpoint

## Frequently Asked Questions

### Where is the graph data physically stored in the Egonex-AI repository?

The graph data resides in the dashboard plugin's public directory at [`understand-anything-plugin/packages/dashboard/public/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main/understand-anything-plugin/packages/dashboard/public/knowledge-graph.json), making it accessible as a static web asset for the frontend application according to the Egonex-AI/Understand-Anything source code structure.

### Why does Egonex-AI use JSON files instead of a database for graph storage?

The JSON intermediate file pattern enables static site generation and eliminates runtime database dependencies, allowing the dashboard to visualize complex graphs through simple HTTP requests or build-time imports rather than maintaining active database connections.

### What is the typical structure of the knowledge-graph.json intermediate file?

The file contains a serialized graph object with separate arrays for nodes (entities) and edges (relationships), along with metadata properties that define visual attributes and semantic types for the dashboard renderer to interpret.

### How does the dashboard access the stored graph data?

The dashboard accesses the graph through the public URL path [`/knowledge-graph.json`](https://github.com/Egonex-AI/Understand-Anything/blob/main//knowledge-graph.json), which serves the static file from the public directory, enabling client-side JavaScript to load and render the network visualization using standard fetch APIs or import statements.