With the prospect of automating a number chemical tasks with high fidelity, language processing models are emerging at rapid speed. Here, we present cloud-based real-time platform that allows users to virtually screen molecules interest. For this purpose, molecular embeddings inferred from recently proposed large model, named MolFormer, leveraged. The currently supports three tasks: nearest nei...

SkyPortal is an open-source software package designed to efficiently discover interesting transients, manage follow-up, perform characterization, and visualize the results. By enabling fast access archival catalog data, cross-matching heterogeneous data streams, triggering monitoring of on-demand observations for further a SkyPortal-based platform has been operating at scale 2 yr Zwicky Transie...