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
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Zero-Shot Learning
Performing tasks on unseen classes without training examples
State Space Model
Architecture using linear attention for efficient sequence modeling
Prompt Injection
Attack manipulating AI behavior by overriding instructions
AI Safety
Research ensuring AI is developed safely without harm
Multimodal AI
AI that processes and integrates multiple data types