Shypd.aiThe largest open index of AI toolsDeepPavlov is an open-source NLP framework for building deep learning end-to-end dialog systems and chatbots. It supports modular and configuration-driven development of state-of-the-art NLP models.
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DeepPavlov is an open-source library designed for developing advanced natural language processing (NLP) models, particularly for end-to-end dialog systems and chatbots. Built on PyTorch and leveraging transformers, it facilitates modular and configuration-driven development, making it accessible even for practitioners with limited NLP/ML knowledge. The framework supports a wide range of NLP applications and offers pre-trained models, command-line interface (CLI) and Python APIs for training, evaluation, and inference. Users can interact with models, train them on custom data, and even run a REST API server. DeepPavlov is Apache 2.0 licensed and provides extensive documentation and tutorials.
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