Milvus
Open-source distributed vector database designed for billion-scale collections.
Обзор
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.
Граф технологий
Как Milvus связана с остальным стеком.
Использует и зависит от
- Embedding concept Techniques Milvus uses Embedding High ✓ source
Инструменты
ПО, которое реализует Milvus или интегрируется с ним.
LLM Frameworks
Альтернативы
Сравнения
Подробные сопоставления с альтернативами выше.