Molecular Data Management with ChromaDB

Develop a system to store and manage the generated molecular structures, their embeddings, and predicted properties using ChromaDB. Describe the schema you will use for your collections and how you will generate embeddings (e.g., molecular fingerprints, graph embeddings). Implement functions for efficient similarity search within ChromaDB to find molecules similar to the octopus pigment's components or known sustainable filters.