annotation scaling backend implementation #477
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bigabig
approved these changes
Dec 2, 2024
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this PR adds annotation scaling functionality to the backend: given a type of annotation, the system suggests more candidate sentences. this already features advanced candidate filtering by removing any already annotated sentences or the ones that a closest to a negative support set.
so far, the implementation is rather inefficient due to weaviate not supporting batch queries. for larger projects, we need to use another vector index