Dong0829 created HBASE-29312:
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Summary: Vector Search support for HBase
Key: HBASE-29312
URL: https://issues.apache.org/jira/browse/HBASE-29312
Project: HBase
Issue Type: New Feature
Components: master, regionserver
Reporter: Dong0829
Vector search is increasingly utilized in generative AI and machine learning
applications, such as Retrieval-Augmented Generation (RAG), feature stores,
anomaly detection, and more. Notably, Google Bigtable now supports this
functionality, as described
[here|https://cloud.google.com/bigtable/docs/find-k-nearest-neighbors].
>From a technical perspective, popular vector search indexing algorithms like
>HNSW leverage key-value structures, which are natively supported by HBase.
Therefore, implementing vector search in HBase could be a valuable feature,
enabling it to play a more significant role in the AI/ML domain.
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