Qdrant
Qdrant is a high-performance vector search engine built in Rust.
Setup & Installation
Local Qdrant:
# Using Docker
docker run -d \
--name qdrant \
-p 6333:6333 \
-p 6334:6334 \
-v $(pwd)/qdrant_storage:/qdrant/storage \
qdrant/qdrant:latest
Configuration Options
vectorConfig := &vectorstore.Config{
Enabled: true,
Type: vectorstore.VectorStoreTypeQdrant,
Config: vectorstore.QdrantConfig{
Host: "localhost",
Port: 6334,
APIKey: "",
UseTLS: false,
},
}
store, err := vectorstore.NewVectorStore(context.Background(), vectorConfig, logger)
Local Setup:{
"vector_store": {
"enabled": true,
"type": "qdrant",
"config": {
"host": "localhost",
"port": 6334
}
}
}
{
"vector_store": {
"enabled": true,
"type": "qdrant",
"config": {
"host": "your-qdrant-cluster.cloud.qdrant.io",
"port": 6334,
"api_key": "your-qdrant-api-key",
"use_tls": true
}
}
}
Qdrant uses port 6334 for gRPC and port 6333 for REST. Bifrost uses the gRPC port.
Qdrant requires all IDs to be valid UUIDs. Use uuid.New().String() to generate IDs.
