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
Top-K Sampling
Generation strategy considering top k most probable tokens
Streaming
Sending LLM tokens to clients as they are generated
RAG
Enhancing LLMs by retrieving relevant external knowledge
Tree-of-Thought
Framework exploring multiple reasoning paths for optimal solutions
Chain-of-Thought Prompting
Technique encouraging step-by-step reasoning in LLMs
Tokenization
Breaking text into tokens for language model processing