lanceDB Benchmark

This is a Python-based tool for generating, storing, and querying large sets of high-dimensional vectors. It utilizes lancedb for efficient database handling and numpy for vector operations, making it suitable for experiments with vector search algorithms and performance testing.

Getting Started

Prerequisites

Before you begin, ensure you have met the following requirements:

• You have installed Python 3.6 or higher.
• You have installed numpy and lancedb Python libraries.

pip install numpy lancedb

Installation

Clone the repository:

https://github.com/aahmed-se/lancedb-benchmark.git
cd lancedb-benchmark

Usage

To run the benchmak adjust the paramters in the code and run it.

python lancedb_benchmark.py