Mem0

Mem0Tools provides intelligent memory management capabilities for agents using the Mem0 memory platform.

Example

The following agent can store and retrieve memories using Mem0:

1from kern.agent import Agent
2from kern.tools.mem0 import Mem0Tools
3
4agent = Agent(
5    instructions=[
6        "You are a memory-enhanced assistant that can remember information across conversations",
7        "Store important information about users and their preferences",
8        "Retrieve relevant memories to provide personalized responses",
9        "Manage memory effectively to improve user experience",
10    ],
11    tools=[Mem0Tools(user_id="user_123")],
12)
13
14agent.print_response("Remember that I prefer vegetarian meals and I'm allergic to nuts", stream=True)

Toolkit Params

Parameter	Type	Default	Description
`config`	`Optional[Dict]`	`None`	Mem0 configuration dictionary.
`api_key`	`Optional[str]`	`None`	Mem0 API key. Uses MEM0_API_KEY if not set.
`user_id`	`Optional[str]`	`None`	User ID for memory operations.
`org_id`	`Optional[str]`	`None`	Organization ID. Uses MEM0_ORG_ID if not set.
`project_id`	`Optional[str]`	`None`	Project ID. Uses MEM0_PROJECT_ID if not set.
`infer`	`bool`	`True`	Enable automatic memory inference.
`enable_add_memory`	`bool`	`True`	Enable memory addition functionality.
`enable_search_memory`	`bool`	`True`	Enable memory search functionality.
`enable_get_all_memories`	`bool`	`True`	Enable retrieving all memories functionality.
`enable_delete_all_memories`	`bool`	`True`	Enable memory deletion functionality.

Toolkit Functions

Function	Description
`add_memory`	Store new memories or information.
`search_memory`	Search through stored memories using queries.
`get_all_memories`	Retrieve all stored memories for the user.
`delete_all_memories`	Delete all stored memories for the user.

Mem0

Example

Toolkit Params

Toolkit Functions

Developer Resources