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Spot on! Both of those were motivating factors when building Weaviate (Open Source Vector Search Engine). We really wanted it to feel like a full database or search engine. You should be able to do anything you would do with Elasticsearch, etc. There should be no waiting time between creating an object and searching. Incremental Updates and Deletes supported, etc.

On your second point about efficient filtering, check out this article I wrote outlining how filtered vector search works in Weaviate: https://towardsdatascience.com/effects-of-filtered-hnsw-sear...

For even more details on filtering, check the documentation: https://www.semi.technology/developers/weaviate/current/arch...



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