Graphiti: temporal graphs for evolving data
Published on December 10, 2024, the Graphiti project describes dynamic knowledge graphs that represent relationships between entities over time and offer multiple search methods.
Source: Graphiti cria knowledge graphs temporais para dados em evolução (x.com). Text prepared with AI from this source.
What happened and what to do
On December 10, 2024, the Graphiti project description presented dynamic knowledge graphs for representing relationships between entities over time. The approach handles temporal data and offers multiple search methods as an alternative to retrieval based solely on documents.
A company could use this approach to connect customer, operational, or asset records while preserving when each relationship was valid and enabling queries about changes over time. Implementation could include data ingestion and monitoring, graph modeling, query APIs, and a dashboard to track relationship quality and freshness.
How the consultancy can help
Wendelmaques can assess the opportunity and data sources, define the scope of a temporal graph, and implement collection, modeling, APIs, and monitoring on the company’s infrastructure.
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