DeepPavlov
An open source conversational AI framework
DeepPavlov makes it easy for beginners and experts to create dialogue systems.
See the sections below to get started.
See the sections below to get started.
For Beginners
The best place to start is with the user-friendly tutorials. They provide quick and convenient introduction on how to use DeepPavlov with complete, end-to-end examples. No installation needed.
For Experts
Guides explain the concepts and components of DeepPavlov. Follow step by step instructions to install, configure and extend DeepPavlov framework for your use case.
For Beginners
The best place to start is with the user-friendly tutorials. They provide quick and convenient introduction on how to use DeepPavlov with complete, end-to-end examples. No installation needed.
For Experts
Guides explain the concepts and components of DeepPavlov. Follow step by step instructions to install, configure and extend DeepPavlov framework for your use case.
WHY DEEPPAVLOV
DeepPavlov is an open source framework for chatbots and virtual assistants development. It has comprehensive and flexible tools that let developers and NLP researchers create production ready conversational skills and complex multi-skill conversational assistants.
Latest deep learning models
Use BERT and other state-of-the-art deep learning models to solve classification, NER, Q&A and other NLP tasks.
Multi-skill dialog management
DeepPavlov Agent allows to build industrial solutions with
multi-skill integration via API services.
multi-skill integration via API services.
Easy to use
Run pretrained or your own NLP components and conversational skills from Python code, command line interface, API or Docker.
DeepPavlov models are now packed in an easy-to-deploy containers hosted on Nvidia NGC and Docker Hub. Our conversational AI technology can help accelerate with up to 20X speedups in your NLP applications.
IN THE INTERNET
Our posts are published on popular industrial and academic ML blogs. We also have our own blog on Medium.
COMMUNITY
Join the DeepPavlov community and help grow the conversational AI ecosystem