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I am not sure why Milvus is so popular. There are other pretty good options like Weaviate and Vespa - both are open source. One important limitation of Milvus
by vp834 4y ago
I am not sure why Milvus is so popular. There are other pretty good options like Weaviate and Vespa - both are open source.
One important limitation of Milvus that I cannot ignore is that it does not support pre-filtering like Vespa and a few others do. Pre-filtering is critically important for use cases in e-commerce etc. where filters based on structured metadata are applied e.g. brand, category etc.
- ywmario 4y agoI'm very sure milvus supports it. Milvus calls it hybrid search though: https://milvus.io/docs/hybridsearch.md#Conduct-a-hybrid-vector-search https://milvus.io/docs/hybridsearch.md#Conduct-a-hybrid-vect...