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MemWire stores memories as vector embeddings and requires a vector store for retrieval. Configure the vector store via MemWireConfig. 
from memwire import MemWire, MemWireConfig

config = MemWireConfig(
    qdrant_url="http://localhost:6333",  # or qdrant_path for embedded mode
    qdrant_collection_prefix="app_",
)
memory = MemWire(config=config)

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Supported databases

Qdrant

Embedded file mode, local Docker server, or managed Qdrant Cloud.