EDGE OSDEFINITION
A knowledge graph is a reliable and efficient tool used and present within an AI system. It helps in storing the data and information to describe and present content between two entities. The process is done through nodes and edges, where it describes how the two entities relate to each other, while nodes represent the entire entities. In easy language, it helps AI to differentiate and provide context between two different pieces of information.
Importance
- Help link related data.
- Provide context between entities for AI systems.
- Improve knowledge retrieval.
- Allow data from multiple databases.
- Allow for more explainability between some relationships and information.
Where can knowledge graphs be used?
- Proper management of knowledge.
- Linking suppliers, products, contracts and procurement records.
- Improve search.
- Fraud detection.
- Improved recommendations and RAG.
See it running on your own hardware
Vanik Edge OS runs AI models, agents and apps inside your building, so your data stays there.