xyberos-qdrant
Qdrant VectorStore plugin — RFC-0019, M4. Hosted or local Qdrant
as an xyberos VectorStore. Passes the same parity scenarios as the stdlib
SqliteVectorStore (the M4 Definition of Done).
Install
pip install -e ./qdrant
pip install qdrant-client # or: pip install xyberos[vectors]
Usage
from xyberos import create_app
from xyberos_qdrant import QdrantPlugin
app = create_app()
app.load_plugin(QdrantPlugin(location=":memory:")) # local, no infrastructure
# hosted: QdrantPlugin(url="https://...", api_key=os.getenv("QDRANT_API_KEY"))
store = app.resolve("vector_store")
store.upsert("ns", "doc-1", [1.0, 0.0, 0.0, 0.0], {"text": "alpha"})
hits = store.query("ns", [1.0, 0.0, 0.0, 0.0], top_k=3)
Or configure through the environment (QDRANT_URL, QDRANT_API_KEY,
QDRANT_DIM) and let the xyberos.plugins entry point register it.
Design
- Each namespace maps to a Qdrant collection using cosine distance
(higher score = more relevant, matching the
VectorStorecontract). - The client is imported lazily and a clear
ProviderErroris raised whenqdrant-clientis missing. - Arbitrary string ids are mapped to deterministic UUIDs (Qdrant point ids are
int/UUID); the original id round-trips through the payload, so the contract's string ids hold exactly.
Tests
pip install pytest
pytest tests/ # unit + parity + plugin tests
Parity tests run against Qdrant's in-memory local mode, so they need no
server; they skip cleanly if qdrant-client is absent.
Ship location
[vectors] extra (qdrant-client already added to pyproject.toml).
1 maintainer
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