Vector Stores

Du-RAG uses Qdrant as the default vector store. Other backends are available.

Provider	Package	Default
Qdrant	qdrant-client	✓ Default
FAISS	faiss-cpu (optional)
Chroma	chromadb (optional)
Pinecone	pinecone (optional)
Weaviate	weaviate (optional)
Milvus	pymilvus (optional)

Example with FAISS:

from durag.configs.base import MemoryConfig
from durag.configs.vector_stores.configs import VectorStoreConfig

config = MemoryConfig(
    vector_store=VectorStoreConfig(provider="faiss")
)
m = Memory(config=config)