Hands-On with VDBBench: Benchmarking Vector Databases for POCs That Match Production

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Introduces VDBBench, an open-source tool for benchmarking vector databases with custom datasets and real-world production workloads. Details the installation, configuration, and data preparation process for VDBBench, including automated format conversion from CSV/NPY to Parquet and ground truth computation using FAISS. Provides a complete Python script for the conversion process and outlines the custom dataset configuration interface within VDBBench.