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
DPO
Alignment method bypassing reward model for preference learning
Beam Search
Search algorithm exploring multiple output sequences
Instruction Tuning
Fine-tuning on instruction-response pairs for better following
Attention Head
Individual attention mechanism learning specific patterns
GGUF
File format for LLMs optimized for local inference
Grounded Generation
Generating outputs faithful to provided source documents