Image for the paper "DeepPavlov dream: platform for building generative AI assistants"

LCP

DeepPavlov dream

Machine learning

DeepPavlov dream: platform for building generative AI assistants

Meeting for the Association of Computational Linguistics (2023)

D. Zharikova, D. Kornev, F. Ignatov, M. Talimanchuk, D. Evseev, K. Petukhova, V. Smilga, D. Karpov, Y. Shishkina, D. Kosenko, M. Burtsev

Conversational AI assistants are proliferating, but most of the available tools for dialog system development are proprietary or limited. We present the DeepPavlov Dream Platform, an open-source platform for building complex dialog systems. It features a conversational AI orchestrator which enables asynchronous scalable dialog pipelines, and a library of modern NLP components tailored for multi-skill conversational AI.

Meeting for the Association of Computational Linguistics (2023)

D. Zharikova, D. Kornev, F. Ignatov, M. Talimanchuk, D. Evseev, K. Petukhova, V. Smilga, D. Karpov, Y. Shishkina, D. Kosenko, M. Burtsev