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
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Convolutional Neural Network
Neural network for image and grid-like data processing
Bag of Words
Text model representing documents by word frequency counts
Self-Attention
Mechanism allowing sequence positions to attend to all others
Named Entity Recognition
Identifying and classifying named entities in text
Recommendation System
AI systems predicting and suggesting items of interest