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
GGUF
File format for LLMs optimized for local inference
Fine-Tuning
Further training pre-trained models on specific domain data
Instruction Tuning
Fine-tuning on instruction-response pairs for better following
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Tokenization
Breaking text into tokens for language model processing
Prompt Template
Reusable structured format with dynamic input placeholders