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[Impl] SwissMap wrapper library for large scale data
Is your feature request related to a problem? Please describe.:
Increasing the number of indexes in Vald can significantly increase Agent memory requirements, leading to higher infrastructure costs when handling large-scale data. To optimize resource usage and maintain performance, we've enabled SwissMap.
Describe the solution you'd like:
Introducing SwissMap
Describe alternatives you've considered:
- Implement a wrapper to use SwissMap with Vald
- Prepare options for using SwissMap (including Helm)
- Run performance tests and output the differences