vectorview 0.8

Vector database monitoring and analytics

Vectorview API

Vectorview is a Python class designed to interact with the Vectorview backend.

Methods

__init__(key, project_id='default', verbose=False)

Creates an instance of the Vectorview class.

Parameters

• key: str - Authentication key to interact with the endpoint.
• project_id: str - (Optional, leave blank if not given one) Identifier for the project interacting with the endpoint. Default is "default".
• verbose: bool - (Optional) Flag to toggle printing of debug information. Default is False.

event(query, docs_with_score, query_metadata=None) -> requests.Response

Logs an event to Vectorview, with payload containing query, documents, and metadata.

Parameters

• query: str - A string representing the query.
• docs_with_score: List[Tuple[Union[str, Any], float]] - A list of tuples, each containing a document and a corresponding score. The document can be a string or a langchain Document (or any other object with page_content and metadata attributes).
• query_metadata: Dict[str, Any], optional - (Optional) Additional metadata related to the query. Default is an empty dictionary.

Returns

• requests.Response - The HTTP response returned after sending the event.