AgentKnowledge - Agno

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Function Reference
Properties
Search Methods
Loading Methods
Utility Methods

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

IBM WatsonX Arxiv