Upload ChatBot questions.csv

ChatBot questions.csv

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+question,answer
+"What is Artificial Intelligence?","Artificial Intelligence is the simulation of human intelligence in machines, enabling them to perform tasks like reasoning and learning."
+"What is a Chatbot?","A Chatbot is a program that simulates human conversation, often used for customer service or information retrieval."
+"What is RAG?","Retrieval-Augmented Generation combines document retrieval with text generation to provide contextual answers."
+"What is Machine Learning?","Machine Learning is a subset of AI where algorithms learn patterns from data to make predictions or decisions."
+"What is Natural Language Processing?","Natural Language Processing enables machines to understand and generate human language."
+"How does a Chatbot work?","A Chatbot processes user input, matches it to intents, and generates responses using rules or AI models."
+"What is a neural network?","A neural network is a computational model inspired by the human brain, used in machine learning."
+"What is deep learning?","Deep learning is a type of machine learning using multi-layered neural networks for complex tasks."
+"What is a language model?","A language model predicts or generates text based on learned patterns in language data."
+"What is supervised learning?","Supervised learning trains models on labeled data to predict outcomes for new inputs."
+"What is unsupervised learning?","Unsupervised learning finds patterns in unlabeled data without predefined outputs."
+"What is reinforcement learning?","Reinforcement learning trains agents to make decisions by rewarding desired actions."
+"What is a vector embedding?","A vector embedding is a numerical representation of text or data for machine learning tasks."
+"Why use RAG in chatbots?","RAG improves chatbot accuracy by retrieving relevant documents before generating answers."
+"What is FAISS?","FAISS is a library for efficient similarity search and clustering of dense vectors."
+"What is Hugging Face?","Hugging Face is a platform providing open-source AI models and tools for NLP tasks."
+"What is a transformer model?","A transformer model is a neural network architecture used in NLP for tasks like translation."
+"What is tokenization?","Tokenization is the process of breaking text into smaller units, like words or subwords."
+"What is a knowledge base?","A knowledge base is a structured collection of information used by AI systems to answer queries."
+"What is generative AI?","Generative AI creates new content, like text or images, based on learned patterns."