Schema

Pydantic models for the gllm-memory library.

This module contains all Pydantic models used throughout the library, providing data validation and serialization.

Authors

Budi Kurniawan (budi.kurniawan1@gdplabs.id)

GetMemoryParams

Bases: BaseModel

Get memory parameters for memory retrieval operations.

This model represents the parameters used for retrieving memories, including version, pagination options, and filter conditions.

Attributes:

Name	Type	Description
page	int | None	Page number for pagination.
page_size	int | None	Number of items per page.
filters	dict[str, Any]	Filter conditions for the search.
version	str	API version to use.

Mem0Message

Bases: BaseModel

Pydantic model for Mem0 message format.

This model ensures type safety and validation for Mem0 API message format. It represents the structure expected by the Mem0 API for message data.

Attributes:

Name	Type	Description
role	Literal['user', 'assistant', 'system']	The role of the message sender.
content	str	The content of the message.

SearchParams

Bases: BaseModel

Search parameters for memory retrieval operations.

This model represents the parameters used for searching memories, including query, version, filters, and pagination options.

Attributes:

Name	Type	Description
query	str	Search query string.
version	str	API version to use.
top_k	int | None	Maximum number of results to return.
threshold	float | None	Minimum similarity threshold for results.
filters	dict[str, Any]	Filter conditions for the search.