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* add new knowhere Signed-off-by: Nicky <nicky.xj.lin@gmail.com> * build pass Signed-off-by: xiaojun.lin <xiaojun.lin@zilliz.com> * update Signed-off-by: Nicky <nicky.xj.lin@gmail.com> * update Signed-off-by: Nicky <nicky.xj.lin@gmail.com> * rename algo Signed-off-by: Nicky <nicky.xj.lin@gmail.com> * update... Signed-off-by: xiaojun.lin <xiaojun.lin@zilliz.com> * add archive Signed-off-by: Nicky <nicky.xj.lin@gmail.com> * add new APIs: GetVectorById/SearchVectorById/SetBlacklist/GetBlacklist * update unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * all unittest pass Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * test_binary pass Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * move knowhere into namespace milvus Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update hnsw Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update ConfAdapterMgr Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update ExecutionEngineImpl Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * move SetBlacklist/GetBlacklist to VecIndex Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update VectorAdapter and rename SearchById to QueryById Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update interface in ExecutionEngineImpl Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * milvus build pass Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * milvus IDMAP sdk_simple pass Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix test_server Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix test_schedule Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix CPU version Milvus build issue Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update BinaryIVF BuildAll Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update VecIndexFactory Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update ConfAdapter Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix clang-format Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix clang-format Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * update changelog Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix knowhere unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix SPTAG unittest * fix clang-format Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix CPU version unittest build issue Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix db_test Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix test_engine Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix test_delete Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix CPU version build issue Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * change BinarySet key back Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * change IndexType to string, and add compatible API for 0.7.0 Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix IndexHNSW build warning Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix clang-format Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix test_cache Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix write_index error Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * code clean Signed-off-by: yudong.cai <yudong.cai@zilliz.com> * fix unittest Signed-off-by: yudong.cai <yudong.cai@zilliz.com> Co-authored-by: Nicky <nicky.xj.lin@gmail.com> Co-authored-by: xiaojun.lin <xiaojun.lin@zilliz.com>
What is Milvus
Milvus is an open source vector similarity search engine. Built with heterogeneous computing architecture for the best cost efficiency. Searches over billion-scale vectors take only milliseconds with minimum computing resources.
For more detailed introduction of Milvus and its architecture, see Milvus overview.
Keep up-to-date with newest releases and latest updates by reading Milvus release notes.
Roadmap
To learn what's coming up soon in Milvus, read our Roadmap.
It is a Work in Progress, and is subject to reasonable adjustments when necessary. And we greatly welcome any comments/requirements/suggestions regarding Milvus roadmap.👏
Application scenarios
Milvus is broadly applicable to a variety of areas. Below screenshot showcases our content-based image retrieval demo system built based on Milvus and VGG.
To explore more Milvus solutions and application scenarios, see our bootcamp repository.
Test reports
See our test reports for more information about performance benchmarking of different indexes in Milvus.
Supported clients
Get started
See the Milvus install guide for using Docker containers. To install Milvus from source code, see build from source.
To edit Milvus settings, read Milvus configuration.
Try your first Milvus program
Try running a program with Milvus using Python, Java, Go, or C++ example code.
Contribution guidelines
Contributions are welcomed and greatly appreciated. Please read our contribution guidelines for detailed contribution workflow. This project adheres to the code of conduct of Milvus. By participating, you are expected to uphold this code.
We use GitHub issues to track issues and bugs. For general questions and public discussions, please join our community.
Join our community
❤️To connect with other users and contributors, welcome to join our Slack channel.
See our community repository to learn about our governance and access more community resources.
Mailing lists
Contributors
Below is a list of Milvus contributors. We greatly appreciate your contributions!
 zerowe-seven 💻 |
 erdustiggen 💻 |
 gaolizhou 💻 |
 Sijie Zhang 📖 |
 PizzaL 💻 |
 levylll 💻 |
 aaronjin2010 💻 |