Milvus
Open-source distributed vector database designed for billion-scale collections.
Resumen
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 tecnologías
Cómo se conecta Milvus con el resto del stack.
Usa y depende de
- Embedding concept Techniques Milvus uses Embedding High ✓ source
Herramientas
Software que implementa o se integra con Milvus.
LLM Frameworks
Alternativas
Comparativas
Comparativas detalladas con las alternativas anteriores.