seraph-db is a deterministic semantic-geometry memory substrate designed for agent memory, semantic memory, and provenance tracking. It provides a vector database engine and a licensing CLI for advanced AI and data provenance applications. Ideal for AI developers and researchers needing robust memory infrastructure.
In the Databases (SQL, NoSQL, vector, graph) space, seraph-db takes a focused approach. It focuses on managing and storing semantic and agent memory data with deterministic geometry for advanced AI and provenance use cases. It is built as a B2B product for AI developers and researchers. seraph-db is a paid product. It runs on the web and the command line.
Tree-D-Interactive LLC builds and maintains seraph-db, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — seraph-db occupies a relatively distinct niche. Key capabilities include semantic memory, agent memory, and vector database.
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