Exploring Knowledge Graphs
Knowledge graphs provide a visual way to explore relationships between entities in your documents. See how companies, people, and concepts connect to each other.What is a Knowledge Graph?
A knowledge graph is a visual network that shows:- Nodes - Entities (companies, people, topics)
- Edges - Relationships between entities
- Properties - Additional information about entities
Accessing Knowledge Graphs
From the Sidebar
- Look for the Graphs section in the project sidebar
- View available graphs for your project
- Click a graph to open it
From Graph Mode
- Switch to Graph mode in the chat panel
- Ask relationship questions
- View graph visualizations in the response
Graph Visualization
Reading the Graph
| Element | Meaning |
|---|---|
| Circles/Nodes | Entities (companies, people, etc.) |
| Lines/Edges | Relationships between entities |
| Node size | Relative importance or number of connections |
| Node color | Entity type |
| Edge labels | Relationship type |
Interacting with the Graph
Navigation:- Click and drag to pan the view
- Scroll to zoom in/out
- Click nodes to select them
- Click a node to see its details
- View connections from that node
- Expand to see related entities
Building Knowledge Graphs
Automatic Generation
Knowledge graphs are built from:- Entities recognized in your documents
- Relationships extracted from text
- Connections inferred from context
Creating a Graph
To generate a knowledge graph for your project:- Ensure documents are uploaded and processed
- Access graph creation from the Graphs section
- Wait for processing to complete
- View your new graph
Graph generation requires processed documents with recognized entities. More documents generally produce richer graphs.
Using Graph Mode
Graph mode in the chat panel is optimized for graph exploration.Example Queries
Finding connections:- “How is Apple connected to Samsung?”
- “Show me the relationship between these executives”
- “What companies are linked through this technology?”
- “Show me all companies in this industry”
- “Who are the key people in these documents?”
- “What topics connect these organizations?”
- “What’s the connection path between Company A and Company B?”
- “How are these two events related?”
Interpreting Results
Graph mode returns:- Visual graph fragments
- Relationship explanations
- Entity details
- Connection paths
Understanding Relationships
Relationship Types
Common relationships in knowledge graphs:| Relationship | Example |
|---|---|
| Competition | Company A competes with Company B |
| Partnership | Company A partners with Company B |
| Investment | Investor X invested in Company Y |
| Employment | Person X works for Company Y |
| Acquisition | Company A acquired Company B |
| Supply | Company A supplies to Company B |
Relationship Direction
Some relationships are directional:- A → B (A acquires B)
- A ↔ B (A and B are competitors)
Practical Applications
Competitive Analysis
Use graphs to:- Map competitive landscapes
- Identify market players
- Understand industry structure
Due Diligence
Graph mode helps discover:- Corporate connections
- Key personnel relationships
- Hidden affiliations
Research Exploration
Find:- Related companies you weren’t aware of
- Connections between topics
- Patterns across your documents
Graph Features
Filtering
Narrow your view:- Filter by entity type
- Show only certain relationship types
- Focus on specific time periods
Expanding Nodes
Dive deeper:- Click a node to select it
- Use expand options to show connected entities
- Continue expanding to explore the network
Layout Options
Adjust the visualization:- Automatic layout algorithms
- Manual node positioning
- Zoom to fit all nodes
Saving and Sharing
Saving Graphs
Your graphs are automatically saved with your project. Access them anytime from the Graphs section.Exporting Insights
While the interactive graph stays in the platform, you can:- Take screenshots for presentations
- Note key findings for reports
- Use insights in report generation
Combining Graphs with Reports
Use graph insights to enhance your reports:- Explore relationships in Graph mode
- Identify key connections
- Reference findings in your report generation prompt
- The AI incorporates relationship insights
Graph Accuracy
What Graphs Capture
Graphs reflect:- Entities found in your documents
- Relationships explicitly stated or strongly implied
- Connections across multiple documents
Limitations
Graphs may not include:- Relationships not mentioned in documents
- Very subtle or implied connections
- Entities not recognized by the system
Improving Graph Quality
For better graphs:- Upload comprehensive source documents
- Include documents that describe relationships
- Use documents with clear entity references
Troubleshooting
No graphs available for my project
No graphs available for my project
Graphs need to be generated from processed documents. Check that you have documents uploaded and processed, then request graph creation.
Graph is too crowded to read
Graph is too crowded to read
Use filtering to reduce visible entities. Zoom in on specific areas. Focus on a subset of entity types.
Expected relationship isn't shown
Expected relationship isn't shown
The relationship may not be explicitly stated in your documents, or the entities weren’t recognized. Check if source documents mention the connection.
Graph seems incomplete
Graph seems incomplete
Graphs are built from available documents. Adding more comprehensive source materials will enrich the graph.