langchain.agents.agent_toolkits.vectorstore.toolkit.VectorStoreToolkit

class langchain.agents.agent_toolkits.vectorstore.toolkit.VectorStoreToolkit(*, vectorstore_info: VectorStoreInfo, llm: BaseLanguageModel = None)

Bases: BaseToolkit

Toolkit for interacting with a Vector Store.

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

param llm: langchain.schema.language_model.BaseLanguageModel [Optional]

param vectorstore_info: langchain.agents.agent_toolkits.vectorstore.toolkit.VectorStoreInfo [Required]

get_tools() → List[BaseTool]

Get the tools in the toolkit.

model Config

Bases: object

Configuration for this pydantic object.

arbitrary_types_allowed = True

Examples using VectorStoreToolkit

• Vectorstore Agent