Groundwork for Vector and Embedding support in Wildbook

[naknomum]

• Add support for vectors/embeddings in java, OpenSearch, and postgresql
• Create Embeddings class, linked to Annotations
• Alter Annotation indexing in OpenSearch to accommodate embeddings
• MLService class for communication with external ml-service server
• new Annotations get Embeddings created as well