GraphRAG Visualizer

👉 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.

Using the Search Functionality

Once the graphrag-api server is up and running, you can perform searches directly through the GraphRAG Visualizer. Simply go to the GraphRAG Visualizer and use the search interface to query the API server. This allows you to easily search and explore data that is hosted on your local server.

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