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
Scaling Laws
Relationships between model size, data, compute, and performance
BERT
Google's bidirectional transformer for context understanding
PEFT
Fine-tuning methods updating only small parameter subsets
Function Calling
Structured mechanism for LLMs to generate API function calls
Autoregressive Model
Generative model predicting next token from previous tokens
Model Merging
Combining fine-tuned LLMs without additional training