RAG
Quick Definition
Enhancing LLMs by retrieving relevant external knowledge
Full Definition
Retrieval-Augmented Generation enhancing LLM responses by retrieving relevant external knowledge.
Examples
enterprise search, knowledge chatbots, document QA
Related Terms
vector-database
semantic-search
More Large Language Models Terms
Top-K Sampling
Generation strategy considering top k most probable tokens
Attention Head
Individual attention mechanism learning specific patterns
Quantization LLM
Reducing LLM weight precision for efficient inference
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
Inference LLM
Using a trained LLM to generate outputs from inputs
QLoRA
Combining 4-bit quantization with LoRA for efficiency