Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud
Global
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
app and many hosted providers. There are also instructions for GitHub Actions.
A library for efficient similarity search and clustering of dense vectors.
Annoy (Approximate Nearest Neighbors Oh Yeah) is a C++ library with Python bindings to search for points in space that are close to a given query point.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.