DeepPavlov
🏗️ Frameworkdeeppavlov
Open-source TensorFlow-based library for building deep learning dialog systems and chatbots.
DeepPavlov is a modular, open-source framework designed for building conversational AI agents. It supports a variety of architectures from RNNs to Transformers and offers pre-trained models for multiple languages. Key features include a configuration-based pipeline system, easy deployment via REST API, and integration with popular NLP libraries. The library facilitates rapid prototyping and production deployment of dialog systems, with components for entity extraction, chitchat, and task-oriented dialogue management. It is actively maintained with 6,987 stars and 1,171 forks on GitHub.
💡Highlights
- ├─6.9k stars, 1.2k forks
- ├─TensorFlow-based deep learning
- └─Pre-built NLP models for dialog
🎯For
- ├─NLP researchers
- ├─chatbot developers
- └─AI engineers