Top 4 knn-search Open-Source Projects
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.Project mention: The Missing ”WHERE” Clause for Vector Search | news.ycombinator.com | 2021-09-27
Amazon's Opensearch (fork of Elasticsearch) natively supports vector-based approximate KNN (using https://github.com/nmslib/nmslib/) which is integrated with Opensearch's native filtering functionality. Elasticsearch also has similar functionality, but I don't know if their KNN code scales quite as well.
Weaviate is a cloud-native, modular, real-time vector search engineProject mention: [D] Mining restaurant reviews for vibe | reddit.com/r/MachineLearning | 2022-05-20
If I needed to get up an running quickly, and it was just me working on it, I'd roll with Weaviate. https://weaviate.io/developers/weaviate/current/
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
A distributed system for embedding-based vector retrieval
utils to use word embedding models like word2vec vectors in a PostgreSQL database
knn-search related posts
The Missing ”WHERE” Clause for Vector Search
1 project | news.ycombinator.com | 27 Sep 2021
Vector Search Indexes
5 projects | news.ycombinator.com | 11 Aug 2021
Are there more practical tools for KNN searches and storing documents/embeddings?
2 projects | reddit.com/r/LanguageTechnology | 11 Feb 2021
What are some of the best open-source knn-search projects? This list will help you:
Are you hiring? Post a new remote job listing for free.