Technical

Vector Database

Definition

A specialized database designed to store and efficiently query high-dimensional vector embeddings.

In-Depth Explanation

Vector databases use approximate nearest neighbor (ANN) algorithms to quickly find similar vectors among millions or billions of entries. They are essential infrastructure for RAG systems, recommendation engines, and semantic search. Popular options include Pinecone, Weaviate, and Milvus.

Real-World Example

A semantic search engine stores document embeddings in a vector database to find conceptually similar content.

0 views0 found helpful

Vector Database

Definition

In-Depth Explanation

Real-World Example

Related Terms

Embeddings

Retrieval-Augmented Generation(RAG)

Semantic Search