咨询向量数据库多机部署问题

[yananliuyanjiang]

可以咨询下你们weative向量数据库是分布式部署的吗？我们想本地利用三台虚拟机用docker 做分布式部署，但是怎么也解决不了三台机器进程互相通信问题。请问下你们是怎么部署的

[crazywoola]

We use a single node to deploy the vector database together with the main application.

[yananliuyanjiang]

We use a single node to deploy the vector database together with the main application.

那这种不会有性能和运维风险吗？请问下你们有安全保障手段吗

[takatost]

Due to the large amount of data we have, we have found that Weaviate is not effective in terms of matching performance and memory management during actual operation. It often panics, restarts, or becomes ineffective. Weaviate's distributed solution cannot solve this problem. Therefore, we are preparing to switch to Qdrant as our default vector database. After long-term verification, we have confirmed that Qdrant can solve most of the aforementioned issues. However, Qdrant does not have a distributed mode, only a high availability mode, which may result in higher memory overhead. Since vector databases are a new thing, we are also trying to find a solution that can meet long-term production-level operation as much as possible. Thank you for your understanding. 😊