Pimanov Andrei Evgenevich (Federal State Autonomous Educational Institution of Higher Education "Northeastern Federal University named after M. K. Ammosov", Neryungri
Russia, Neryungri
)
Samokhina Viktoriya Mikhailovna (Associate Professor of the Department of Mathematics and Computer Science
Ph.D. of Pedagogic Sciences
Federal State Autonomous Educational Institution of Higher Education "Northeastern Federal University named after M. K. Ammosov", Neryungri
Russia, Neryungri
)
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Rasa is a popular open-source tool for developing intelligent chatbots. The text describes in detail the steps for installing Rasa on Windows and Ubuntu operating systems, including creating a virtual environment, configuring locales and installing the necessary libraries.
A detailed description of the creation and configuration of the Rasa project is given, including the definition of intents, sequences of interactions (stories) and areas of knowledge (domain) of the bot. The process of training a bot is also considered, including interactive training that allows you to adjust the model in real time based on real dialogues. The material highlights the possibilities of integrating Rasa with other applications through the REST API, which allows the use of chatbots in various platforms and services.
Keywords:Rasa; chatbot; machine learning; natural language analysis; intentions; entities.
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Read the full article …
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Citation link:
Pimanov A. E., Samokhina V. M. DESIGNING CHATBOTS USING THE RASA LIBRARY // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2025. -№01. -С. 103-106 DOI 10.37882/2223-2966.2025.01.31 |
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