Milvus
Open-source distributed vector database designed for billion-scale collections.
Aperçu
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.
Graphe des technologies
Comment Milvus se rattache au reste de la pile.
Utilise et dépend de
- Embedding concept Techniques Milvus uses Embedding High ✓ source
Outils
Logiciels qui implémentent Milvus ou s'y intègrent.
LLM Frameworks
Alternatives
Comparaisons
Comparaisons détaillées avec les alternatives ci-dessus.