# Name: FindSimilarFeaturesUsingEmbeddings.py
# Description: Performs large-scale similarity search on location and image data by comparing their embedding representations.
#
# Requirements: ArcGIS Pro Advanced license
# Import system modules
import arcpy
# Set local variables
embedding_features = "C:/project/MyProject.gdb/generated_embeddings"
query_features = "C:/project/MyProject.gdb/query"
out_embeddings_feature_class = "C:/project/MyProject.gdb/output_features"
threshold = 0.5
# Run Find Similar Features Using Embeddings
arcpy.geoai.FindSimilarFeaturesUsingEmbeddings(embedding_features, query_features, out_embeddings_feature_class, threshold)