GitHub user petrizhang created a discussion: Relify: Parquet-native vector 
indexes with DataFusion

Hi everyone! I’m building [Relify](https://github.com/petrizhang/relify), an 
early-stage Python and Rust project that stores IVF vector indexes as ordinary 
Parquet datasets and queries them directly with DataFusion. This keeps vector 
search inside the relational plan, allowing results to be filtered, joined, and 
aggregated without a separate vector database.

The longer-term vision is an embedded multimodal lakehouse built on DataFusion, 
supporting both writes and queries in one local system. I’d love to hear your 
feedback and whether anyone is interested in this direction.

GitHub link: https://github.com/apache/datafusion/discussions/24131

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