Vector Database Built-In
- Native HNSW + IVF indexes
- Sub-10ms ANN search
- Hybrid filters + metadata
- One-click embedding sync
Vectors stored alongside the rest of your pipeline. Sub-50ms ANN search, hybrid filtering, and the same observability layer you trust for streams — no second cluster to operate.
Embeddings without the second database
Vaultix stores raw events and their embeddings in the same engine. Filter by metadata and search by similarity in one query. No more shipping data to a sidecar vector store and reconciling it later.
Why a built-in vector DB matters
One source of truth
Embeddings live next to the rows that produced them. No drift between operational data and the vector index.
Sub-10ms ANN
HNSW + IVF on the same hot tier as transactional reads. Recommendations and RAG pipelines stay snappy at scale.
Cheaper than two stacks
One license, one observability stack, one team. Most customers cut their vector budget in half within a quarter.
Ready to build the future
of your data stack?
Join 2,000+ AI teams already shipping faster with Vaultix.
