Using LLMs for Intent Detection
Introduction The use of LLMs in the creation of chatbots is old news. However, there are more use for LLMs than text generation in the context of the development of conversational agents. One of the main challenges of creating a conversational agent is text classification for intent detection. With the use of models, such as OpenAi’s GPT3.5 or Google’s Palm2, this task becomes trivial. Conversational agent framework The difference between a chatbot(e....