VectorDBBench
VectorDBBench copied to clipboard
zilliztech
A Benchmark Tool for VectorDB
Miss some package dependency for client "milvus" and "pgvector" Reproduce steps: 1. conda create -n tmp python=3.11 2. conda activate tmp 3. pip install vectordb-bench 4. run command "vectordbbench milvushnsw...
i am getting different recall values on the same machine and same setup for search test on hnsw index , i am wondering if there is any update in dataset...
## Problem OpenSearch 3.x+ enables `knn.derived_source.enabled` by default, which allows OpenSearch to derive vectors from the vector values file instead of storing them in the `_source` field. However, users need...
Meet some issues when run vectordb-bench in offline env. Reproduce steps: 1. download cohere_medium_1m dataset 2. run milvus standalone 3. install vectordb-bench official pip package ``` pip install vectordb-bench pip...
1. download "bioasq_medium_1m" and "bioasq_large_10m" dataset from "s3://assets.zilliz.com/benchmark" 2. save above dataset to local dir, and treat them as customized dataset 3. do test with following command  4. vectordb-bench...
Added Chroma client to VectorDBBench. Extended `chroma/config.py` functionalities to make them similar to the weaviatecloud client.
I’m benchmarking Milvus GPU (CAGRA index) using VectorDBBench, and the benchmark seems to hang indefinitely during the “optimizing before search” phase. Issue: Benchmark stuck at “Milvus optimizing before search” Milvus...
Hello VectorDBBench maintainers, This PR submitted the benchmark results of Alibaba Cloud's Hologres database on VectorDBBench. The following are some command-line instructions to reproduce the results: ``` NUM_PER_BATCH=100000 vectordbbench hologreshgraph...
We use milvus dense and sparse vector and hybird search: https://milvus.io/docs/zh/multi-vector-search.md Dose this benchmark repo support hybird search? How can i config the test?
