{"id":19984516,"url":"https://github.com/intellabs/vectorsearchdatasets","last_synced_at":"2025-05-04T06:33:12.868Z","repository":{"id":179227324,"uuid":"642987123","full_name":"IntelLabs/VectorSearchDatasets","owner":"IntelLabs","description":null,"archived":false,"fork":false,"pushed_at":"2024-10-24T20:37:31.000Z","size":66843,"stargazers_count":13,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-10-26T07:52:04.581Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/IntelLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"security.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-19T20:09:29.000Z","updated_at":"2024-10-24T20:37:31.000Z","dependencies_parsed_at":null,"dependency_job_id":"6047e769-9255-49ab-baaa-5151b8692f6f","html_url":"https://github.com/IntelLabs/VectorSearchDatasets","commit_stats":null,"previous_names":["intellabs/dpr-dataset-generator","intellabs/vectorsearchdatasets"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IntelLabs%2FVectorSearchDatasets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IntelLabs%2FVectorSearchDatasets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IntelLabs%2FVectorSearchDatasets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IntelLabs%2FVectorSearchDatasets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IntelLabs","download_url":"https://codeload.github.com/IntelLabs/VectorSearchDatasets/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224386195,"owners_count":17302615,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-13T04:19:22.479Z","updated_at":"2024-11-13T04:19:23.227Z","avatar_url":"https://github.com/IntelLabs.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Vector Search Datasets\n\nThis repository provides code to generate several datasets for similarity search benchmarking and evaluation on \nhigh-dimensional vectors stemming from recent deep learning models. The available datasets are:\n\n* [DPR](dpr/README.md) [[1]](#1)\n* [open-images](openimages/README.md) [[2]](#2)\n* [rqa](rqa/README.md) [[3]](#3)\n* [wit](wit/README.md) [[3]](#3)\n* [wikipedia](text/README.md)\n\nPlease see the details of each dataset in the respective README files.\n\n## References\n\n\u003ca id=\"1\"\u003e[1]\u003c/a\u003e\nAguerrebere, C.; Bhati I.; Hildebrand M.; Tepper M.; Willke T.:Similarity search in the blink of an eye with compressed\nindices. In: Proceedings of the VLDB Endowment, 16, 11, 3433 - 3446. (2023)\n\n\u003ca id=\"2\"\u003e[2]\u003c/a\u003e\nAguerrebere, C.; Hildebrand M.; Bhati I.; Willke T.; Tepper M..: Locally-adaptive Quantization for Streaming Vector\nSearch. (2024) [arxiv]\n\n\u003ca id=\"3\"\u003e[3]\u003c/a\u003e\nTepper M.; Bhati I.; Aguerrebere, C.; Hildebrand M.; Willke T.: LeanVec: Search your vectors faster by making them fit.\narXiv preprint arXiv:2312.16335 (2024)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintellabs%2Fvectorsearchdatasets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fintellabs%2Fvectorsearchdatasets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintellabs%2Fvectorsearchdatasets/lists"}