Hi @Rishikesh12,
Unfortunately there is now way to build a phylogenetic tree in qiime2 with a feature-table collasped to the species level. If you want to do diversity analysis at the species level, you will need to run core-metrics and skip core-metrics-phylogenetic.
Here is additional information that another moderator gave when a user asked a similar question but regarding genus level analysis.