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Starting outline for [@Xavier Lange](https://assay-depot-inc.aha.io/users/7188217529490218068) regarding the first steps required for building out Structure Search features: - stateless REST API calls so the RX app can normalize structures - stateful REST API calls for indexing data and searching it later (indexing and searching all the inventory items, for example) - add endpoints for sub-structure and super-structure search - implement PCA on the chemical descriptors of a representative sample set from our PubChem reference set (can be done outside of rust and only needs to be done once) - use result from PCA to score our actual molecule set (i.e. from inventory items), then discretize the scores in order to bin compounds into bins/clusters - index the discretized values from PCA scoring - implement structure similarity search using the PCA-based index to improve performance
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