Milvus
Open-source distributed vector database designed for billion-scale collections.
Visão geral
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.
Grafo de tecnologias
Como Milvus se liga ao resto do stack.
Usa e depende de
- Embedding concept Techniques Milvus uses Embedding High ✓ source
Ferramentas
Software que implementa ou se integra com Milvus.
LLM Frameworks
Alternativas
Comparações
Comparações detalhadas com as alternativas acima.