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vector-db-benchmark

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vector-db-benchmark

Benchmarking tool for vector databases

  • 1.0.0
  • PyPI
  • Socket score

Maintainers
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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

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