Dima Kan

Background

Dima Kan is Product Director of Search at Aiven, a managed database platform. He authored the article introducing Wormhole Vectors and their implementation in OpenSearch, applying Trey Grainger’s research to production architecture.

Articles in This Vault

• Beyond Hybrid Search - Traversing Vector Spaces with Wormhole Vectors

• Wormhole Vectors Beyond Hybrid Search in OpenSearch

Key Contributions

• Practical implementation guide for Wormhole Vectors in OpenSearch
• Production architecture bridging lexical, dense, and behavioral vector spaces

Concepts

• Wormhole Vectors
• Hybrid Search
• Semantic Search