Vector DB Benchmark

vector_db_benchmark is a Python package that allows you to benchmark vector databases. It enables you to run benchmarks on different vector database implementations under identical conditions, ensuring replicable and fair comparisons.

Features

• Benchmark any vector database implementation that provides the required methods.
• Replicable benchmarking configurations using a fixed random seed.
• Supports both on-disk and in-memory vector databases.
• Generates metrics and graphs for ingestion time, search times, and memory usage.
• Easy to use with simple API and command-line interface.

Installation

Install the package using pip:

pip install vector_db_benchmark