What is conversational AI chatbot

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Bartosz Roguski
Machine Learning Engineer
July 15, 2025
Glossary Category

What is conversational AI chatbot refers to intelligent dialogue systems powered by artificial intelligence that engage users through natural language conversations, utilizing advanced natural language processing, machine learning, and contextual understanding capabilities. Unlike rule-based chatbots that follow predetermined scripts, conversational AI chatbots leverage large language models, intent recognition, and semantic analysis to comprehend user queries, maintain conversation context, and generate dynamic, contextually appropriate responses. These systems can handle complex, multi-turn conversations, understand implicit meaning, manage conversation flow, and adapt their communication style based on user preferences and interaction history. Key technical components include natural language understanding engines, dialogue management systems, response generation mechanisms, and integration capabilities with external APIs and knowledge bases. Conversational AI chatbots can operate across multiple channels including websites, mobile applications, messaging platforms, and voice interfaces, providing consistent user experiences while learning from interactions to improve performance over time through continuous training and optimization.