Vector Databases
Qdrant
Lyzr + Qdrant Vector Database
Qdrant is a high-performance vector database designed for machine learning workloads. It supports both local and cloud setups.
Installation
pip install -U qdrant_client
Cloud / Self Hosted
import qdrant_client
client = qdrant_client.QdrantClient(
uri="http://<host>:<port>",
api_key="<qdrant-api-key>",
)
vector_store_params = {
"vector_store_type": "QdrantVectorStore",
"client": client,
"collection_name": "lyzr_core",
}