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    AlphaFold quickstart

    Fetch a pre-computed AlphaFold structure by UniProt ID in 2-5 seconds, no GPU — pLDDT-colored canvas card, downloadable PDB, ESMFold fallback on a miss.

    You want the 3D structure of a known protein and it is already in the AlphaFold Database — so instead of predicting it, you fetch it by UniProt ID (or protein name) in one step, and the pre-computed structure lands as a canvas card in 2-5 seconds with no GPU.

    Fetch an AlphaFold structure

    The fastest way to get a protein structure on the platform when the protein is in the AlphaFold Database.

    Just ask:

    Fetch the AlphaFold structure for P00533

    Or by protein name (the platform resolves to UniProt automatically):

    Get the AlphaFold structure for human EGFR

    The result lands as a canvas card with the 3D structure, pLDDT confidence coloring, and a download button for the PDB file.

    Chat is the only way in

    An AlphaFold Database fetch runs only inside a chat turn: there is no tool form, no job, and no CLI or MCP command for it. The one thing Ivy needs is a UniProt accession, or a protein name it can resolve to one.

    Typical duration: 2-5 seconds for the HTTP round-trip + structure parsing. No GPU.

    What happens if the protein isn't in the database

    The fetch returns a "not found" result. To handle this gracefully, either:

    1. Chain in chat: "Try AlphaFold first; if it's not in the database, run ESMFold."
    2. Or ask Ivy to predict it with ESMFold from the UniProt sequence.

    The AlphaFold DB covers ~200M proteins across most well-studied proteomes, so misses are rare for human / model-organism work — but common for novel synthetic sequences or fragments.

    Next steps

    After fetching a structure:

    • Dock a ligand: "Now dock aspirin against this structure" → runs DiffDock
    • Find binding pockets: "Find binding pockets" → runs P2Rank
    • Refine for docking: "Add hydrogens and assign partial charges" → runs PDB2PQR
    • Compare to experimental structure: "Is there a PDB structure for this protein?" → runs a PDB search

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