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Web Workstation

Visual interface for exploring, analyzing, and managing your knowledge graph. Access at http://localhost:3000 after deployment.

Explorers

Interactive visualizations for discovering patterns and relationships.

2D Force Graph

Force-directed layout showing concepts as nodes and relationships as edges.

What you can do: - See which concepts naturally cluster together - Identify hub concepts with many connections - Drag nodes to rearrange the layout - Click a concept to focus on its neighborhood - Filter by relationship type or ontology - Color-code by grounding strength

Best for: Initial exploration, discovering unexpected connections, understanding relationship density.

3D Force Graph

Immersive three-dimensional version with spatial depth.

What you can do: - Rotate, pan, and zoom through your knowledge space - See clusters that overlap in 2D but separate in 3D - Present impressive visualizations to stakeholders

Best for: Large graphs (1000+ concepts), presentations, finding higher-order structures.

Document Explorer

Radial tree centered on a source document.

What you can do: - See exactly what concepts were extracted from a document - Trace how extracted knowledge connects to other concepts - Validate extraction quality - Follow citation trails back to sources

Best for: Source verification, understanding extraction results, audit trails.

Polarity Explorer

Project concepts onto a semantic spectrum between two poles.

What you can do: - Define opposing poles (e.g., "Modern" ↔ "Traditional") - See where each concept falls on the spectrum - Discover which concepts balance opposing viewpoints - Check if position correlates with grounding strength

Best for: Understanding conceptual dimensions, classification without predefined categories, finding outliers.

Embedding Landscape

3D visualization of all concept embeddings using t-SNE or UMAP.

What you can do: - See the overall shape of your semantic space - Identify natural clusters before diving into details - Click two concepts to preview a polarity axis - Plan analysis based on what you see

Best for: Discovering semantic dimensions, validating embeddings, global overview before detailed exploration.

Edge Explorer

System-wide analysis of relationship types.

What you can do: - See which relationship types are heavily used - Find dormant vocabulary (defined but rarely used) - Monitor vocabulary health as you ingest documents - Identify consolidation opportunities

Best for: System health monitoring, vocabulary maintenance, understanding relationship patterns.

Vocabulary Analysis

Query-specific breakdown of relationships.

What you can do: - Analyze relationship types within a specific neighborhood - Compare subgraph vocabulary to system-wide distribution - Understand why certain concepts cluster together

Best for: Deep-diving into specific areas, validating relationship classification.

Tools

Functional workspaces for specific tasks.

Flow Editor

Visual query builder for complex graph traversals.

What you can do: - Build queries by dragging and connecting blocks - See compiled Cypher alongside your visual design - Save and reuse query templates - Preview results as you build

Best for: Complex queries without writing code, learning openCypher, building reusable analysis templates.

Upload Content

Drag-and-drop document ingestion.

What you can do: - Drop files onto ontology zones - See cost estimates before processing - Create new ontologies on the fly - Batch submit multiple documents

Supported formats: Text, Markdown, PDF, DOCX, PNG, JPG, WEBP

Best for: Building knowledge graphs from document sets, controlled ingestion with cost visibility.

Job Queue

Monitor and manage extraction jobs.

What you can do: - See job status (pending, processing, completed, failed) - Approve or cancel jobs before processing - View cost estimates and actual costs - Clean up old jobs in bulk

Best for: Workflow control, cost management, debugging failed extractions.

Data Export

Tabular views and export functionality.

What you can do: - View explorer results as sortable tables - Export to CSV or JSON - Track changes between analyses (delta indicators) - Copy data to clipboard

Best for: Analysis reports, data science workflows, sharing with non-technical stakeholders.

Graph Editor

Manual creation and editing of concepts and edges.

What you can do: - Create concepts without running extraction - Add relationships between existing concepts - Fix extraction errors - Remove duplicates

Best for: Expert curation, correcting LLM mistakes, adding domain knowledge.

Administration

User and system management.

What you can do: - Manage users and roles (admin only) - Create and revoke OAuth clients - Monitor system health - View job queue statistics

Best for: Multi-user deployments, API key management, system monitoring.

Common Workflows

Explore an Unfamiliar Ontology

  1. Start at Embedding Landscape — see overall structure
  2. Switch to 2D Force Graph — drill into neighborhoods
  3. Use Polarity Explorer — find semantic dimensions
  4. Export to Data Export — document findings

Validate Extracted Knowledge

  1. Check Job Queue — verify extraction completed
  2. Open Document Explorer — see what was extracted
  3. Review in 2D Force Graph — spot-check relationships
  4. Fix errors in Graph Editor