Agents
What Are Agents?
Agents are automated, AI-powered entities that can perform tasks, make decisions, and take actions on your behalf within a digital environment. In the context of knowledge graphs, agents operate as specialized assistants that can interact with your data in purposeful ways.
Key Capabilities
Autonomous Operation
Agents can monitor your knowledge graph, perform scheduled tasks, and respond to events without constant human oversight.
Goal-Oriented Behavior
Unlike passive tools, agents actively work toward specific objectives—finding insights, alerting to changes, or updating information based on predefined criteria.
Specialized Functions
Agents typically have focused roles such as data validation, pattern recognition, or relationship discovery within your knowledge graph.
Agents and Knowledge Graphs
Active Data Management
Agents can continuously improve your knowledge graph by identifying missing connections, suggesting new relationships, or cleaning inconsistent data.
Intelligent Navigation
By understanding the structure of your knowledge graph, agents can efficiently traverse complex relationships to find relevant information or discover hidden patterns.
Contextual Decision Making
Agents use the rich context provided by your knowledge graph to make more informed decisions about data quality, relevance, and significance.
Automated Enrichment
Agents can supplement your knowledge graph by retrieving additional information from external sources when gaps are identified.
Practical Benefits
Continuous Optimization
Agents maintain and enhance your knowledge graph over time, ensuring it remains accurate and useful as your business evolves.
Proactive Insights
Instead of waiting for users to query information, agents can identify important patterns or anomalies and bring them to your attention.
Workflow Automation
Agents can trigger actions based on changes in your knowledge graph, automating routine processes and decision points.
Enhanced User Experience
By handling repetitive tasks and surfacing relevant information, agents allow users to focus on higher-level analysis and decision making.
Agents transform your knowledge graph from a static repository into an active, evolving system that continuously works to provide value and insights aligned with your business objectives.