Skip to main content

​
Overview

The Memory API provides an interactive graph visualization tool that lets you explore your knowledge graph visually. See entities, relationships, and how your data is connected. Visualization URL: https://memory.stru.ai/graph
Knowledge Graph Visualization Example

​
Accessing the Visualization

Simply navigate to the visualization URL in your browser: 
https://memory.stru.ai/graph
The graph visualization is interactive and allows you to explore your knowledge graph, see entity relationships, and understand how information is connected.

​
What You’ll See

The visualization displays:

Entity Nodes

Visual representations of entities in your knowledge graph (people, places, concepts, objects)

Relationship Edges

Connections between entities showing relationships like “USES”, “LOCATED_IN”, “HAS_CONCERN”

Graph Structure

The overall structure of your knowledge graph and how entities cluster together

Interactive Exploration

Click and drag to explore, zoom in/out, and interact with the graph

​
Use Cases

Verify that entities and relationships are being extracted correctly from your episodes. See if the knowledge graph matches your expectations.
Visualize what information the system knows about a user and how different pieces of knowledge are connected.
Check the quality of your knowledge graph before deploying to production. Identify incorrect relationships or missing entities.
Discover unexpected connections between entities and understand how information relates across conversations.

​
Features

​
Interactive Navigation

  • Pan: Click and drag to move around the graph
  • Zoom: Scroll to zoom in/out on specific areas
  • Click Nodes: Click on entities to see details

​
Visual Hierarchy

  • Different node types have different visual styles
  • Relationship types are labeled on edges
  • Related entities cluster together

​
Real-time Updates

  • The graph updates as you add new episodes
  • Changes to the knowledge graph are reflected in the visualization

​
Tips for Using the Visualization

Start with a specific user - Filter to a single group_id to avoid overwhelming visualizations
Look for clusters - Related entities naturally group together, making it easy to spot topics
Follow the edges - Relationship labels help you understand how entities are connected
Use the visualization during development to verify your knowledge graph is being built correctly before deploying to production.
If you need programmatic access to graph data:

Get Entity Edge

Retrieve relationship edges for a specific entity programmatically

Entity Operations

Advanced operations for manually managing entities and edges

​
Example Workflow

1

Add Episodes

Add conversation episodes or data to the knowledge graph via the /episodes endpoint
2

Wait for Processing

Allow 1-5 minutes for knowledge extraction to complete
3

Open Visualization

Navigate to https://memory.stru.ai/graph in your browser
4

Explore Your Graph

Interact with the visualization to see entities, relationships, and knowledge structure
5

Verify Quality

Check that entities and relationships match your expectations