Files
LEANN/packages/leann-core/src/leann/registry.py
Andy Lee cf17c85607 Make DiskANN and HNSW work on main example (#2)
* fix: diskann zmq port and passages

* feat: auto discovery of packages and fix passage gen for diskann
2025-07-05 22:18:12 -07:00

36 lines
1.4 KiB
Python

# packages/leann-core/src/leann/registry.py
from typing import Dict, TYPE_CHECKING
import importlib
import importlib.metadata
if TYPE_CHECKING:
from leann.interface import LeannBackendFactoryInterface
BACKEND_REGISTRY: Dict[str, 'LeannBackendFactoryInterface'] = {}
def register_backend(name: str):
"""A decorator to register a new backend class."""
def decorator(cls):
print(f"INFO: Registering backend '{name}'")
BACKEND_REGISTRY[name] = cls
return cls
return decorator
def autodiscover_backends():
"""Automatically discovers and imports all 'leann-backend-*' packages."""
print("INFO: Starting backend auto-discovery...")
discovered_backends = []
for dist in importlib.metadata.distributions():
dist_name = dist.metadata['name']
if dist_name.startswith('leann-backend-'):
backend_module_name = dist_name.replace('-', '_')
discovered_backends.append(backend_module_name)
for backend_module_name in sorted(discovered_backends): # sort for deterministic loading
try:
importlib.import_module(backend_module_name)
# Registration message is printed by the decorator
except ImportError as e:
print(f"WARN: Could not import backend module '{backend_module_name}': {e}")
print("INFO: Backend auto-discovery finished.")