DeepPavlov is an open-source conversational AI framework designed for building chatbots and virtual assistants. It offers a comprehensive toolset for both beginners and experts to develop production-ready dialogue systems. With user-friendly tutorials and detailed guides, DeepPavlov facilitates quick learning and implementation of state-of-the-art NLP models. The framework supports multi-skill integration and provides deployment options via Docker or Nvidia NGC. Its capabilities encompass various NLP tasks, including classification, named entity recognition, and question answering.
• open-source framework
• pretrained models available
• integration via api services
• deployment on nvidia ngc and docker hub
• detailed guides for experts
• user-friendly tutorials for beginners
• support for multi-skill dialog management
• comprehensive tools for developers
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