DALMFilter#

class langchain_community.utilities.arcee.DALMFilter[source]#

Bases: BaseModel

Filters available for a DALM retrieval and generation.

Parameters:

field_name – The field to filter on. Can be ‘document’ or ‘name’ to filter on your document’s raw text or title. Any other field will be presumed to be a metadata field you included when uploading your context data
filter_type – Currently ‘fuzzy_search’ and ‘strict_search’ are supported. ‘fuzzy_search’ means a fuzzy search on the provided field is performed. The exact strict doesn’t need to exist in the document for this to find a match. Very useful for scanning a document for some keyword terms. ‘strict_search’ means that the exact string must appear in the provided field. This is NOT an exact eq filter. ie a document with content “the happy dog crossed the street” will match on a strict_search of “dog” but won’t match on “the dog”. Python equivalent of return search_string in full_string.
value – The actual value to search for in the context data/metadata

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.