Pros
Vetted Recommended
Milvus
Milvus requires etcd, MinIO or S3, and a message queue in production, creating significant operational overhead for most teams.
Verdict
“Milvus requires etcd, MinIO or S3, and a message queue in production, creating significant operational overhead for most teams.”
Milvus requires etcd, MinIO or S3, and a message queue in production, creating significant operational overhead for most teams.
Cons
Where it gives ground
- Milvus requires etcd, MinIO or S3, and a message queue in production, creating significant operational overhead for most teams.
- Minimum viable deployment consumes more infrastructure than alternatives that deliver comparable retrieval quality.
- The distributed architecture is justified at true enterprise scale but is overkill for the vast majority of vector workloads.
- Setup, debugging, and configuration surface area is materially larger than Qdrant, Pinecone, or Chroma.