Retrieval-Augmented Generation
Quick Definition
Combining LLMs with external knowledge for accurate responses
Full Definition
Combining LLMs with external knowledge retrieval for more accurate and up-to-date responses.
Examples
enterprise chatbots, knowledge assistants, search-augmented QA
Related Terms
large-language-model
vector-database
More Artificial Intelligence Terms
Deep Learning
Machine learning using multi-layered neural networks
Diffusion Model
Generative model creating data by iteratively removing noise
Variational Autoencoder
Generative model using latent space encoding and decoding
Hallucination
AI generating confident but factually incorrect information
Recurrent Neural Network
Neural network with cyclic connections for sequence processing
GAN
Two competing neural networks generating synthetic data