Enhancing conversational ai with the Rasa framework: intent understanding and NLU pipeline optimization
Tomasz Smutek,
Ewa Golec,
Paweł Rymarczyk
et al.
Abstract:Implementing the Rasa NLU pipeline allowed intent detection and entity recognition, particularly in complex scenarios with multi-intent queries. Communication within the Rasa NLU pipeline was effectively managed, ensuring seamless data flow between components, which preserved context and enhanced interpretability. The voice assistant developed with STT and TTS capabilities demonstrated robust real-time natural language processing, handling spoken queries efficiently. This confirmed the practical viability of … Show more
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