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
AutoML
Automation of the machine learning pipeline
Attention Mechanism
Component allowing models to focus on relevant input parts
Generative AI
AI systems that create new content
OCR
Technology converting images of text into machine-readable text
Reinforcement Learning
Learning through trial and error with reward feedback
Edge AI
Running AI on local devices instead of the cloud