Graft — Knowledge Graph

by Pavel Larionov

Winter 2026 · Grand Prize Winner

Your Craft workspace already has structure — folders, tags, links between documents. Graft reads it all via the API and renders it as an interactive knowledge graph, so you can see clusters of related ideas, find orphaned notes, and navigate spatially instead of scrolling through lists.

Built by Pavel Larionov with Craft

Build It Yourself

Step 1 — Clone & Run Locally

Graft is fully open source. Clone the GitHub repository and run it locally. The project runs entirely in the browser — no backend needed. You can also see a live demo at graft.to.

git clone https://github.com/pa1ar/graft-to.git && cd graft-to && bun install && bun dev

Step 2 — Enable the Craft API

Generate a read-only API key for your Craft workspace. Graft needs this to read your document structure and connections.

Step 1

Open the “Imagine” tab

Step 2

Click “Add Your First API Connection”

Step 3

Configure your API connection with a name. For this project, the API only needs to read from your docs. Set the API permissions to “Read” only.

Step 4

Click “Add Document” and select your Knowledge Base document.

Step 5

The API URL that will be used to interact with your document is now displayed at the top

Step 3 — Connect Your Workspace

Paste your Craft API credentials into Graft. Everything runs in your browser — your API keys never leave your device and no data is sent to external servers.

Step 4 — Explore Your Knowledge Graph

Your documents appear as nodes, and connections between them (tags, links, folder hierarchy) appear as edges. Start in 2D mode to get an overview of your workspace structure.

Step 5 — Switch to 3D for Larger Workspaces

For workspaces with hundreds of documents, switch to 3D mode. Orbit, zoom, and rotate through your knowledge graph. Clusters of related documents naturally group together.

Step 6 — Make It Your Own

Click any node to see a summary of that document. Click again to deep-link back into Craft. Optionally add an OpenAI key for AI-generated document summaries on hover. Customize the graph layout, add new visualization modes, or build an entirely different tool on top of the same Craft API.

The Result

Your Craft workspace becomes a visual knowledge graph — a second brain you can actually see. Discover hidden connections between documents, find orphaned notes, and navigate your PKM system spatially instead of linearly.