Vector RAG Embedding and Indexing Estimator

Estimate vector database storage, indexing, and embedding retrieval costs for RAG systems.

RAG Infrastructure Equation:

$ \text{Cost}_{\text{RAG}} = \text{Initial Embedding Cost} + \text{Monthly Vector DB Storage} + \text{Query Retrieval Cost} $

RAG Knowledge Base Scale

Document Volume (Count)

Average Words per Document

Monthly Search Queries

Embedding Generation Expense $0.16

Monthly RAG Infrastructure $78.00 / Mo