klyro-db
Typed Python client for the Klyro in-memory database. It supports ordinary
Redis-compatible commands through redis-py and provides typed methods for all
15 current MEM.* commands.
from klyro_db import Klyro, MemoryCreate, MemoryAdd, MemoryQuery
db = Klyro()
db.memory.create("notes", MemoryCreate(mode="HYBRID", dim=384))
record_id = db.memory.add("notes", MemoryAdd(
text="User prefers PostgreSQL",
vector=[0.1] * 384,
metadata={"kind": "preference"},
))
hits = db.memory.query("notes", MemoryQuery(
text="database preference",
vector=[0.1] * 384,
top_k=5,
with_metadata=True,
with_scores=True,
))
db.close()
Klyro listens on 127.0.0.1:7171 by default. Run the server separately with
npx klyro-db, Docker, or the native binary. The package includes a
py.typed marker, so type checkers use its bundled annotations.
1 maintainer
Metadata
1 maintainer
Release files for klyro-db 0.1.1
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Total release size: 11.5 kB
Release files / klyro_db-0.1.1.tar.gz
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