Flywheel Knowledge Graph Engine

Example Use Cases

• 1

  Fast, enriched queries over an Obsidian vault without reading every file.

• 2

  Safe, atomic writes with automatic wikilink creation and contextual suggestions.

• 3

  Persistent memory and learning from user interactions to improve suggestions.

Description

Flywheel is a knowledge graph engine that runs locally alongside your Obsidian vault, providing AI agents with fast, enriched queries, safe and atomic writes with auto-wikilinks, and persistent memory that learns from every interaction. It supports semantic search, backlink graphs, and agent memory without relying on cloud services, ensuring your data never leaves your machine. Flywheel also features deterministic policies for complex vault workflows and a feedback loop that improves suggestions over time.