Python toolkit for building production-ready LLM applications. Modular utilities for prompts, RAG, agents, structured outputs, and multi-provider support.
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On the Opportunities and Risks of Foundation Models, Rishi Bommasani, Drew A. Hudson, Kai-Fu Lee, Jack Clark, Daniel E. Ho, Raymond Perrault, Alexy Kurakin, Kevin L. Jackson, Edward W. Felten, Samy Bengio, Percy Liang, John Etchemendy, Peter Eckersley, Tatsuya Kawahara, Michael Bommarito, Jean-Louis Gassée, Yejin Choi, Christopher Manning, James Manyika, J. D. Zamfirescu, Richard Socher, Fei-Fei Li, Michael Kidd, Michael Genesereth, Jeff Dean, James Bridle, Aleksander Madry, Laurent El Ghaoui, Alex Aiken, Mark Z. Jacobson, Michael M. Waldrop, Daniel Ichter, John D. C. Hirst, Kevin K. W. Wong, Brian Christian, Christopher Re, David M. D. W. Y. Ng, 2021arXiv preprint (Stanford Center for Research on Foundation Models)DOI: 10.48550/arXiv.2108.07258 - Offers a broad overview of foundation models, their development, deployment, and societal implications, relevant to understanding different access models.