Vector Database Search

Fast and accurate chemical searches

Mole.gg uses Pinecone, a high-performance vector database, to power similarity-based chemical searches by efficiently indexing molecular embeddings. Pinecone ensures rapid, scalable retrieval of compounds and insights, making it ideal for handling large, complex molecular datasets in real-time. Datasets getting added into our webabb include the following datasets: ChEMBL: Bioactive molecule properties and drug discovery data. DrugBank: Drug and target data for pharmaceutical research. Uniprot: Protein sequence and function data for target exploration. PDB: Structural data for macromolecules to visualize interactions. KEGG: Pathway data to link compounds with biological systems.

Vector Databases for Research

Vector databases enable fast, accurate chemical searches by indexing molecular structures and properties for similarity-based retrieval and discovery.