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
Prompt Template
Reusable structured format with dynamic input placeholders
RoPE
Position encoding using rotation matrices for relative positions
Autoregressive Model
Generative model predicting next token from previous tokens
GPT
OpenAI's family of autoregressive large language models
Linear Attention
Attention with linear complexity for long sequences
PEFT
Fine-tuning methods updating only small parameter subsets