GraphRAG Visualizer: The Easiest Way to Visualize GraphRAG Artifacts!

[noworneverev]

👉 GraphRAG Visualizer

👉 GraphRAG Visualizer Demo

Overview

GraphRAG Visualizer is an application designed to visualize Microsoft GraphRAG artifacts. By uploading parquet files generated from the GraphRAG indexing pipeline, users can easily view and analyze data without needing additional software or scripts.

Features

• Graph Visualization: View the graph in 2D or 3D in the "Graph Visualization" tab.
• Data Tables: Display data from the parquet files in the "Data Tables" tab.
• Search Functionality: Fully supports search, allowing users to focus on specific nodes or relationships.
• Local Processing: All artifacts are processed locally on your machine, ensuring data security and privacy.

Graph Data Model

The logic for creating relationships for text units, documents, communities, and covariates is derived from the GraphRAG import Neo4j Cypher notebook.

Nodes

Node	Type
Document	RAW_DOCUMENT
Text Unit	CHUNK
Community	COMMUNITY
Finding	FINDING
Covariate	COVARIATE
Entity	Varies

Relationships

Source Node	Relationship	Target Node
Entity	RELATED	Entity
Text Unit	PART_OF	Document
Text Unit	HAS_ENTITY	Entity
Text Unit	HAS_COVARIATE	Covariate
Community	HAS_FINDING	Finding
Entity	IN_COMMUNITY	Community

[CESARDELATORRE]

Questions:

• Is it possible to show the entity's and relationship's names in the visual graph?
• Is it possible to add metadata flags to the entities and then filter the visual graph to only show certain marked entities?

[noworneverev]

Questions:

• Is it possible to show the entity's and relationship's names in the visual graph?

Yes, I’ve added options to toggle the appearance of labels for both nodes and links.

• Is it possible to add metadata flags to the entities and then filter the visual graph to only show certain marked entities?

It’s a great idea, and it should be possible. I'll explore how to implement this.

[schauerstoff]

Unfortunately, the visualizer doesn't seem to work with graphs built in v2.0.0 or later because of the renaming of the .parquet files.

[noworneverev]

I've fixed it, thank you for reporting!

[CESARDELATORRE]

Cool! :)