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T03. Tool use, function calling, and the Model Context Protocol

External research and specifications for letting a model call outside tools.

  1. T03-1Structural parallel

    WebGPT: Browser-assisted question-answering with human feedback

    Authors
    Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Long Ouyang, Christina Kim, Christopher Hesse, Shantanu Jain, Vineet Kosaraju, William Saunders, Xu Jiang, Karl Cobbe, Tyna Eloundou, Gretchen Krueger, Kevin Button, Matthew Knight, Benjamin Chess, John Schulman
    Year
    2022

    Korean review of T03-1

  2. T03-2Structural parallel

    MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

    Authors
    Ehud Karpas, Omri Abend, Yonatan Belinkov, Barak Lenz, Opher Lieber, Nir Ratner, Yoav Shoham, Hofit Bata, Yoav Levine, Kevin Leyton-Brown, Dor Muhlgay, Noam Rozen, Erez Schwartz, Gal Shachaf, Shai Shalev-Shwartz, Amnon Shashua, Moshe Tenenholtz
    Year
    2022

    Korean review of T03-2

  3. T03-7Structural parallel

    Gorilla: Large Language Model Connected with Massive APIs

    Authors
    Shishir G. Patil, Tianjun Zhang, Xin Wang, Joseph E. Gonzalez
    Year
    2024
    Venue
    NeurIPS 2024

    Korean review of T03-7

From research to product use

Operating capabilities, pilots, and technologies in development are identified separately.

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