DeepPavlov
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About
DeepPavlov is an open-source conversational AI framework designed to facilitate the development of dialogue systems, enabling both beginners and experts to create chatbots and virtual assistants. It offers user-friendly tutorials for beginners and comprehensive guides for experts, allowing users to leverage state-of-the-art deep learning models for various NLP tasks such as classification, named entity recognition, and question answering. The framework supports multi-skill dialog management and provides tools for industry-ready conversational skills. DeepPavlov is accessible through APIs and containerized with support from platforms like Nvidia NGC and Docker Hub, enabling high-performance NLP applications.
Platform
Features
• comprehensive documentation
• open source framework
• user-friendly tutorials and guides
• supports various nlp tasks
• multi-skill dialog management
• api services for integration
• easy deployment via docker
• community support and contributions
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