GraphRAG Workbench Documentation

Welcome to the GraphRAG Workbench documentation. This platform enables you to transform unstructured documents into interactive, explorable knowledge graphs using Microsoft’s GraphRAG technology.

Overview

The GraphRAG Workbench provides a comprehensive solution for document analysis and knowledge graph construction. It combines powerful AI processing with an intuitive 3D visualization interface, allowing you to:

• Process Documents: Upload PDFs and automatically extract text content
• Build Knowledge Graphs: Generate structured representations of your documents using GraphRAG
• Visualize Data: Explore relationships and communities through interactive 3D graphs
• Query Knowledge: Ask natural language questions about your corpus
• Manage Archives: Create snapshots and restore previous graph states

Key Features

• Interactive 3D Visualization: Navigate knowledge graphs with community hierarchies and visual effects
• Document Processing: Automated PDF text extraction and batch indexing capabilities
• Archive Management: Snapshot and restore functionality for graph state management
• AI-Powered Analysis: Generate community reports and enable natural language interactions
• Multiple Query Modes: Support for drift, local, global, and basic query types

Quick Start

To begin using the GraphRAG Workbench:

1. Navigate to the main application interface
2. Use the left-side panels to upload your documents
3. Run the indexing process to generate your knowledge graph
4. Explore the 3D visualization and use the chat interface to query your data

For detailed instructions, refer to the Getting Started Guide.