What are some examples of entities used in chatbots?
Entities in chatbots refer to specific pieces of information that the bot can recognize and process. For example, in a travel booking chatbot, entities might include locations, dates, and types of accommodation.
Can you give me more specific examples?
Sure! In a food delivery chatbot, entities could include food items (like 'pizza' or 'sushi'), quantities (like 'two' or 'one'), and delivery addresses.
How do chatbots identify these entities?
Chatbots use Natural Language Processing (NLP) techniques to identify entities. They analyze user input to extract relevant information based on predefined patterns or machine learning models.
Are there any tools to help with entity recognition?
Yes, there are several tools like Rasa, Dialogflow, and Microsoft LUIS that provide built-in entity recognition capabilities for chatbots.
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