{"id":18610630,"url":"https://github.com/tiledb-inc/tiledb-vector-search","last_synced_at":"2025-04-05T06:04:08.792Z","repository":{"id":176537657,"uuid":"627523373","full_name":"TileDB-Inc/TileDB-Vector-Search","owner":"TileDB-Inc","description":"Cloud-native vector similarity search and storage with efficient, serverless scale-out","archived":false,"fork":false,"pushed_at":"2024-10-29T22:07:35.000Z","size":90306,"stargazers_count":52,"open_issues_count":10,"forks_count":6,"subscribers_count":8,"default_branch":"main","last_synced_at":"2024-10-30T00:40:09.742Z","etag":null,"topics":["approximate-nearest-neighbor-search","embedding-database","information-retrieval","nearest-neighbor-search","python-package","tensor-database","vector-database","vector-search","vector-similarity-search"],"latest_commit_sha":null,"homepage":"https://tiledb-inc.github.io/TileDB-Vector-Search/","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ca href=\"https://tiledb.com\"\u003e\u003cimg src=\"https://github.com/TileDB-Inc/TileDB/raw/dev/doc/source/_static/tiledb-logo_color_no_margin_@4x.png\" alt=\"TileDB logo\" width=\"400\"\u003e\u003c/a\u003e\n\n# TileDB Vector Search\n\n_TileDB-Vector-Search_ is a C++ library and Python API for vector search built on top of the [TileDB Storage Engine](https://github.com/TileDB-Inc/TileDB).\n\nPlease see the following blog posts for background:\n\n- [Why TileDB as a Vector Database](https://tiledb.com/blog/why-tiledb-as-a-vector-database)\n- [TileDB Vector Search 101](https://tiledb.com/blog/tiledb-101-vector-search/)\n\nWe have released a [LangChain integration](https://python.langchain.com/docs/integrations/vectorstores/tiledb), with others to come soon.\n\n# Quick Links\n\n- [Build Instructions](https://tiledb-inc.github.io/TileDB-Vector-Search/documentation/Building.html)\n- [Documentation](https://tiledb-inc.github.io/TileDB-Vector-Search/)\n- [Python API reference](https://tiledb-inc.github.io/TileDB-Vector-Search/documentation/reference/)\n\n# Quick Installation\n\nPre-built packages are available from [PyPI](https://pypi.org/project/tiledb-vector-search) using pip:\n\n```\npip install tiledb-vector-search\n```\n\nOr from the [tiledb conda channel](https://anaconda.org/tiledb/tiledb-vector-search) using\n[conda](https://conda.io/docs/) or [mamba](https://github.com/mamba-org/mamba#installation):\n\n```\nconda install -c tiledb -c conda-forge tiledb-vector-search\n```\n\n# Contributing\n\nWe welcome contributions. Please see [`Building`](./documentation/Building.md) for\ndevelopment-build instructions. For large new\nfeatures, please open an issue to discuss goals and approach in order\nto ensure a smooth PR integration and review process. All contributions\nmust be licensed under the repository's [MIT License](./LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftiledb-inc%2Ftiledb-vector-search","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftiledb-inc%2Ftiledb-vector-search","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftiledb-inc%2Ftiledb-vector-search/lists"}