Disk-backed HNSW vector database with SQLite metadata
Project description
NoPokeDB
Disk-based HNSW vector DB with SQLite metadata
Installation
pip install nopokedb
Usage
from nopokedb import NoPokeDB
# Initialize (or load existing) store
db = PersistentVectorDB(dim=128, max_elements=10000, path="./vdb_data")
# Add
db.add(my_vector, metadata={"name": "foo"})
# Query
results = db.query(query_vector, k=5)
for hit in results:
print(hit)
# Persist & close
db.close()
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