ForcePilot/src/knowledge/factory.py

108 lines
3.1 KiB
Python
Raw Normal View History

from src.knowledge.base import KBNotFoundError, KnowledgeBase
from src.utils import logger
class KnowledgeBaseFactory:
"""知识库工厂类,负责创建不同类型的知识库实例"""
# 注册的知识库类型映射 {kb_type: kb_class}
_kb_types: dict[str, type[KnowledgeBase]] = {}
# 每种类型的默认配置
_default_configs: dict[str, dict] = {}
@classmethod
def register(cls, kb_type: str, kb_class: type[KnowledgeBase], default_config: dict = None):
"""
注册知识库类型
Args:
kb_type: 知识库类型标识
kb_class: 知识库类
default_config: 默认配置
"""
if not issubclass(kb_class, KnowledgeBase):
raise ValueError("Knowledge base class must inherit from KnowledgeBase")
cls._kb_types[kb_type] = kb_class
cls._default_configs[kb_type] = default_config or {}
# logger.info(f"Registered knowledge base type: {kb_type}")
@classmethod
def create(cls, kb_type: str, work_dir: str, **kwargs) -> KnowledgeBase:
"""
创建知识库实例
Args:
kb_type: 知识库类型
work_dir: 工作目录
**kwargs: 其他初始化参数
Returns:
知识库实例
Raises:
KBNotFoundError: 未知的知识库类型
"""
if kb_type not in cls._kb_types:
available_types = list(cls._kb_types.keys())
raise KBNotFoundError(f"Unknown knowledge base type: {kb_type}. Available types: {available_types}")
kb_class = cls._kb_types[kb_type]
# 合并默认配置和用户配置
config = cls._default_configs[kb_type].copy()
config.update(kwargs)
try:
# 创建实例
instance = kb_class(work_dir, **config)
logger.info(f"Created {kb_type} knowledge base instance at {work_dir}")
return instance
except Exception as e:
logger.error(f"Failed to create {kb_type} knowledge base: {e}")
raise
@classmethod
def get_available_types(cls) -> dict[str, dict]:
"""
获取所有可用的知识库类型
Returns:
知识库类型信息字典
"""
result = {}
for kb_type, kb_class in cls._kb_types.items():
result[kb_type] = {
"class_name": kb_class.__name__,
"description": kb_class.__doc__ or "",
"default_config": cls._default_configs[kb_type],
}
return result
@classmethod
def is_type_supported(cls, kb_type: str) -> bool:
"""
检查是否支持指定的知识库类型
Args:
kb_type: 知识库类型
Returns:
是否支持
"""
return kb_type in cls._kb_types
@classmethod
def get_default_config(cls, kb_type: str) -> dict:
"""
获取指定类型的默认配置
Args:
kb_type: 知识库类型
Returns:
默认配置字典
"""
return cls._default_configs.get(kb_type, {}).copy()