Create a new connection by launching an authentication dialog:

Fold a BioSequence of length 400 residues or less and obtain the predicted BioMolecule structure:

Visualize the structure of the BioMolecule :

Get the predicted structure of a predicted structure from the ESM Metagenomic Atlas by providing the "MGnifyID":

Visualize the structure obtained from the database:

Get different values of prediction confidence of structures in the ESM Metagenomic Atlas:

The confidence data has the following keys:

Visualize the confidence of prediction:

Visualize the predicted alignment error, which is a measure of how confident a prediction model is in the relative position of two residues within the predicted structure. The measure is in angstroms, and the larger the value, the worse the confidence:

Get the BioSequence of a biomolecule from the ESM Metagenomic Atlas using the "MGnifyID" of the biomolecule:

Get the embedding vector after averaging over the final layer activations of the ESM2 model over the sequence length for a given protein using their "MGnifyID":