What is the charge? Prompt injecting a LLM? A succulent Chipotle LLM? #AIGuardrails #LLMGuardrails #IntentClassification #LangGraph #AgenticAI #AISafety #LLMReliability #AIArchitecture linkedin.com/pulse/python-bu…

IntentGPT - Few-shot Intent Discovery with LLMs This paper introduces IntentGPT, a novel training-free method that effectively prompts LLM for intent classification. IntentGPT comprises (1) an In-Context Prompt Generator, which generates informative prompts for In-Context Learning, (2) an Intent Predictor for classifying and discovering user intents from utterances, and (3) a Semantic Few-Shot Sampler that selects relevant few-shot examples and a set of known intents to be injected into the prompt. Results show that IntentGPT outperforms existing approaches on popular benchmarks, including CLINC and BANKING. IntentGPT paper - arxiv.org/abs/2411.10670 #llms #intentclassification #nlproc #deeplearning

#NLP #NaturalLanguageProcessing #Chatbots #DecisionBasedTree #ButtonBased #ClosedLoopConversation #RuleBased #KeywordMatching #DataBase #PreDefinedAnswer #NLPBasedModel #IntentClassification #GenerativeModels #DataSets #ArtificialIntelligence youtu.be/mAsT8x0G63U

#IntentClassification tool from @appenglobal helps build a model that can improve understanding of context via #naturallanguageprocessing #NLP & improve #ConfidenceScoring #finovate

#IntentClassification #Chatbots