AgentKnowledge

AgentKnowledge 是 Agno 中所有知识库类的基类。它提供了所有其他知识库类继承的通用功能和参数。

参数	类型	默认值	描述
reader	Optional[Reader]	None	用于读取文档的 Reader
vector_db	Optional[VectorDb]	None	用于存储知识库的 Vector db
num_documents	int	2	搜索时返回相关文档的数量
optimize_on	Optional[int]	1000	用于优化向量数据库的文档数量
driver	str	"knowledge"	Assistant 知识的驱动程序

Function Reference

Properties

Property	Type	Description
document_lists	Iterator[List[Document]]	知识库中文档列表的迭代器
async_document_lists	AsyncIterator[List[Document]]	知识库中文档列表的异步迭代器

Search Methods

Method	Parameters	Return Type	Description
search	query: str, num_documents: Optional[int] = None, filters: Optional[Dict[str, Any]] = None	List[Document]	返回与查询相关的文档列表
async_search	query: str, num_documents: Optional[int] = None, filters: Optional[Dict[str, Any]] = None	List[Document]	异步返回与查询相关的文档列表

Loading Methods

Method	Parameters	Return Type	Description
load	recreate: bool = False, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将知识库加载到向量数据库
aload	recreate: bool = False, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	异步将知识库加载到向量数据库
load_documents	documents: List[Document], upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将文档加载到知识库
async_load_documents	documents: List[Document], upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	异步将文档加载到知识库
load_document	document: Document, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将单个文档加载到知识库
async_load_document	document: Document, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	异步将单个文档加载到知识库
load_dict	document: Dict[str, Any], upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将文档的字典表示加载到知识库
load_json	document: str, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将文档的 JSON 表示加载到知识库
load_text	text: str, upsert: bool = False, skip_existing: bool = True, filters: Optional[Dict[str, Any]] = None	None	将文本加载到知识库

Utility Methods

Method	Parameters	Return Type	Description
exists	None	bool	如果知识库存在，则返回 True
delete	None	bool	清空知识库