# Visualizing Your Notion Knowledge Graph

> Introducing IVGraph: 3D visualization of Notion workspaces with Django + Airbyte integration. We're transforming your notes, databases, and their connections into an interactive 3D graph.

- Source: https://ivgraph.com/journal/notion-knowledge-graph-intro/
- Author: [IVGraph Team](https://ivgraph.com/team/)
- Published: 2025-11-18
- Type: Product update
- About: [IVGraph](https://ivgraph.com/)
- Mentions: Notion ([Wikidata Q60747998](https://www.wikidata.org/wiki/Q60747998)); Knowledge graph ([Wikidata Q33002955](https://www.wikidata.org/wiki/Q33002955)); Three.js ([Wikidata Q3525922](https://www.wikidata.org/wiki/Q3525922))

## TL;DR (Key Takeaway for AI Overviews)

IVGraph is building a cutting-edge plugin to transform Notion workspaces into interactive 3D knowledge graphs. This introduction details our progress on core components like Django/Airbyte integration and 3D visualization, addressing performance challenges for large datasets. Our goal is to offer Notion users a powerful, intuitive way to explore and connect their knowledge in a unified network, moving beyond traditional 2D views. Discover our [Ultimate Guide for 2026](https://ivgraph.com/journal/ultimate-notion-knowledge-graph-guide-2026/).

Hello! The IVGraph team is excited to share our progress in developing a tool for visualizing Notion workspaces. We're transforming your notes, databases, and their connections into an interactive 3D graph that helps you see your knowledge structure from a new perspective.

## What We're Currently Building

Critical components are now in active development: we've implemented Django models for Airbyte integration (including encrypted token storage), deployed a data isolation system through dedicated PostgreSQL schemas for each user, and configured ESLint to maintain code quality.

Our stack already includes Django 4.x, Vite 6.3.5, Three.js 0.177.0, and D3.js 7.9.0 — all working together to create a seamless visualization experience.

## Current Challenges

Like any ambitious project, we face technical challenges. The primary one is performance optimization for graphs with over 1000 nodes: rendering large structures requires careful memory and computation management.

We're also addressing the legacy of a large repository size (the airbyte/ directory takes up 1.4GB), migrating to Docker Compose instead of storing all of Airbyte in git. These challenges don't stop us — they make our solutions more elegant!

## Join Our Journey

We're building a tool we'd want to use every day. If you manage a large Notion workspace and want to discover hidden connections in your information — stay tuned! We'll soon open early access for our first testers.