Molecular Structure Similarity Search Algorithm

Implement a PostgreSQL-based molecular structure similarity search system using advanced indexing and custom similarity metrics. Develop a solution that can efficiently store molecular structure representations, create custom similarity comparison functions, and support rapid screening of large chemical databases. Include support for multiple similarity calculation methods (Tanimoto, Dice, etc.) and optimize for sub-second retrieval of structurally similar molecular compounds.