{"repo":"zilliztech/VectorDBBench","free":true,"listed":false,"github":"https://github.com/zilliztech/VectorDBBench","clone":"git clone https://github.com/zilliztech/VectorDBBench.git","description":"Benchmark for vector databases.","language":"Python","stars":1162,"topics":["benchmark","performance","vector-database","vector-search","vectordb","cost-effectiveness"],"license":"MIT","category":"databases-storage","readme_excerpt":"VectorDBBench(VDBBench): A Benchmark Tool for VectorDB What is VDBBench VDBBench is not just an offering of benchmark results for mainstream vector databases and cloud services, it's your go-to tool for the ultimate performance and cost-effectiveness comparison. Designed with ease-of-use in mind, VDBBench is devised to help users, even non-professionals, reproduce results or test new systems, making the hunt for the optimal choice amongst a plethora of cloud services and open-source vector databases a breeze. Understanding the importance of user experience, we provide an intuitive visual interface. This not only empowers users to initiate benchmarks at ease, but also to view comparative result reports, thereby reproducing benchmark results effortlessly. To add more relevance and practicality, we provide cost-effectiveness reports particularly for cloud services. This allows for a more realistic and applicable benchmarking process. Closely mimicking real-world production environments, we've set up diverse testing scenarios including insertion, searching, and filtered searching. To provide you with credible and reliable data, we've included public datasets from actual production scenarios, such as SIFT, GIST, Cohere, and a dataset generated by OpenAI from an opensource raw dataset. It's fascinating to discover how a relatively unknown open-source database might excel in certain circumstances! Prepare to delve into the world of VDBBench, and let it guide you in uncovering your p","default_branch":null,"files":null,"tree":[],"storefront":"/r/zilliztech","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/zilliztech/VectorDBBench/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}