├── .dockerignore ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.yaml │ ├── config.yml │ ├── enhancement.yaml │ ├── feature_request.yaml │ └── general-question.yaml └── workflows │ ├── bvb-run.yml │ └── dependency-review.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── bigvectorbench ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── base │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── module.py │ │ └── start-docker.sh │ ├── base_gpu │ │ └── Dockerfile │ ├── bruteforce │ │ ├── Dockerfile │ │ ├── config.yml │ │ └── module.py │ ├── dummy_algo │ │ ├── Dockerfile │ │ ├── config.yml │ │ └── module.py │ ├── elasticsearch │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── milvus │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── milvus_gpu │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── pgvector │ │ ├── Dockerfile │ │ ├── config.yml │ │ └── module.py │ ├── qdrant │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── redis │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── sptag │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── vearch │ │ ├── Dockerfile │ │ ├── config.toml │ │ ├── config.yml │ │ ├── config_cluster.toml │ │ ├── docker-compose.yml │ │ └── module.py │ ├── vearch_gpu │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ └── module.py │ └── weaviate │ │ ├── Dockerfile │ │ ├── config.yml │ │ ├── docker-compose.yml │ │ ├── module.py │ │ └── utils.py ├── constants.py ├── data.py ├── datasets.py ├── definitions.py ├── distance.py ├── main.py ├── plotting │ ├── __init__.py │ ├── metrics.py │ ├── plot_variants.py │ └── utils.py ├── results.py └── runner.py ├── create_artificial_datasets.py ├── create_dataset.py ├── data_export.py ├── docs └── imgs │ └── use-cases.png ├── install.py ├── logging.conf ├── plot.py ├── requirements.txt ├── results └── vldb2025 │ ├── ag_news-384-euclidean-filter.png │ ├── ag_news-384-euclidean.png │ ├── amazon-384-euclidean-5filter.png │ ├── amazon-384-euclidean.png │ ├── app_reviews-384-euclidean-filter.png │ ├── app_reviews-384-euclidean.png │ ├── cc_news-384-euclidean-filter.png │ ├── cc_news-384-euclidean.png │ ├── dbpedia-entities-openai3-text-embedding-3-large-1536-1000k-euclidean.png │ ├── dbpedia-entities-openai3-text-embedding-3-large-3072-1000k-euclidean.png │ ├── gpt4vision-1024-euclidean-mm.png │ ├── img-wikipedia-1024-euclidean-mm-ocr.png │ ├── img-wikipedia-1024-euclidean-mm.png │ ├── librispeech_asr-1024-euclidean-mm-asr.png │ ├── librispeech_asr-1024-euclidean-mm.png │ └── webvid-4-512-euclidean.png ├── run.py ├── run_algorithm.py └── test ├── __init__.py ├── distance_test.py ├── jaccard_test.py └── metrics_test.py /.dockerignore: -------------------------------------------------------------------------------- 1 | data 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