Vector Store Index
Index of all vector stores supported by Kern.
Kern supports the following vector database providers organized by category:
SQL-Based Vector Databases
database
PgVector
PostgreSQL vector similarity search.
database
SingleStore
SingleStore distributed SQL with vectors.
database
ClickHouse
ClickHouse OLAP with vector support.
Dedicated Vector Databases
database
Pinecone
Pinecone fully managed vector database.
database
Qdrant
Qdrant vector search engine integration.
database
Weaviate
Weaviate cloud-native vector database.
database
Milvus
Milvus open-source vector database.
database
Chroma
Chroma AI-native embedding database.
NoSQL Vector Databases
leaf
MongoDB
MongoDB Atlas vector search integration.
microsoft
Azure Cosmos DB MongoDB vCore
Azure Cosmos DB for MongoDB vCore.
database
Redis
Redis vector similarity search.
database
Couchbase
Couchbase vector search integration.
database
Cassandra
Apache Cassandra vector capabilities.
database
SurrealDB
SurrealDB multi-model with vectors.