Milvus
Open-source distributed vector database designed for billion-scale collections.
Überblick
Milvus is an open-source vector database built as a distributed system, separating storage and compute so a collection can grow beyond one machine. It solves the problem that a single-node vector index eventually stops fitting in memory or stops keeping up with query load. It exists for the upper end of the scale range, where the operational complexity of a distributed deployment is repaid by horizontal growth. It supports several index types so recall and latency can be traded against each other.
Technologiegraph
Wie Milvus mit dem übrigen Stack zusammenhängt.
Nutzt und hängt ab von
- Embedding concept Techniques Milvus uses Embedding High ✓ source
Werkzeuge
Software, die Milvus implementiert oder integriert.
LLM Frameworks
Alternativen
Vergleiche
Detaillierte Gegenüberstellungen mit den Alternativen oben.