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You can check out these demo cases( https://github.com/milvus-io/bootcamp ) to get a better sense of the capability of the vector search/vector database.

Check my project Milvus vector database ( https://milvus.io ). We've published a bunch of demo cases powered by vector database on GitHub. https://github.com/milvus-io/bootcamp

I'd like to hear any feedback from who has tried this out.

It will be helpful, if the author could compare the performance of WASM back end. Will it be better than Model runtime with HTTP support?

Good points. I want to add one more. I think the Ann benchmark should pay more attention on 1. The index building speed, as this is very important in some production scenarios. Now…

It's not about the ML platform. It's about the ML scenarios. If you want to search thru a huge amount of unstructured data after vectorization tech (like deep learning), Milvus wil…

200 GB is the size of original vectors. When creating index, Milvus supports IVF SQ8 and IVF PQ ADC. Based on our users experience, SQ8 is the most balanced one at this moment. SQ8…

Milvus could run on arm CPU. We ported it to Nvidia Jetson NANO and Raspberry PI 4 (4GB mem) so far. Most people told us running Milvus on arm looked cool but they were not sure if…

Correct, new vectors will first be searched thru brute force until the index is created on that file slice.

Please check https://medium.com/@milvusio/managing-data-in-massive-scale-... It explains how Milvus managing vectors.

We are working on this feature which allows use to perform hyper search (attributes plus feature vectors). And you can code your scoring rules. Again, hopefully be ready by the end…

We have some test reports in https://github.com/milvus-io/milvus/tree/master/tests At this moment, the IVF indecies are based on FAISS. So the performance is the same as Faiss. IVF…

You may check our Medium site. We will post more tech details. https://medium.com/@milvusio

Milvus allows users to append vectors. Vectors are stored in multiple file slices. When a file slice reaches the threshold, Milvus will build the index for that file slice, and new…