Knowledge Graph Construction

At the core of semantic indexing is the construction of dynamic knowledge graphs that continuously update in real time. These graphs map critical blockchain elements such as token flows, user interactions, and contract states into a network of meaningful relationships. As blockchain events occur, the knowledge graph recalculates embeddings to ensure it reflects the most up-to-date information.

For example, when a user interacts with multiple DeFi protocols, the knowledge graph records these interactions, mapping the flow of tokens across platforms and linking them to user-specific behaviors. This structure enables AI agents to derive insights, such as identifying influential actors within a network or predicting the impact of a governance proposal on token liquidity.