Vector Database
Quick Definition
Specialized database for high-dimensional embedding queries
Full Definition
A specialized database for storing, indexing, and querying high-dimensional vector embeddings efficiently.
Examples
semantic search, RAG, recommendation systems
Related Terms
embedding
semantic-search
More Large Language Models Terms
PEFT
Fine-tuning methods updating only small parameter subsets
Embeddings LLM
Dense vectors capturing semantic meaning of text
DPO
Alignment method bypassing reward model for preference learning
LoRA
Parameter-efficient fine-tuning using low-rank matrix decomposition
Attention Head
Individual attention mechanism learning specific patterns
Jailbreaking
Circumventing AI safety restrictions through prompt techniques