agents.memory_v2.multi_react_memory_system¶

Multi-ReactAgent Memory System with specialized agents.

This advanced example shows how to coordinate multiple ReactAgents, each with specialized memory responsibilities.

Classes¶

`MemoryType`	Types of specialized memory.
`MultiReactMemorySystem`	Coordinate multiple specialized ReactAgents for comprehensive memory management.

Functions¶

`example_advanced_memory_operations`()	Advanced memory operations example.
`example_multi_memory_system`()	Example of using the multi-memory system.

Module Contents¶

class agents.memory_v2.multi_react_memory_system.MemoryType¶

Bases: str, enum.Enum

Types of specialized memory.

Initialize self. See help(type(self)) for accurate signature.

class agents.memory_v2.multi_react_memory_system.MultiReactMemorySystem(user_id='default_user', engine=None, memory_base_path=None)¶

Coordinate multiple specialized ReactAgents for comprehensive memory management.

This system uses: - Episodic Memory Agent: Personal experiences, events, conversations - Semantic Memory Agent: Facts, concepts, general knowledge - Procedural Memory Agent: Skills, procedures, how-to knowledge - Working Memory Agent: Current context, active tasks, short-term goals - Memory Router Agent: Determines which memory system to use

Init .

Parameters:

user_id (str) – [TODO: Add description]
engine (haive.core.engine.aug_llm.AugLLMConfig | None) – [TODO: Add description]
memory_base_path (str | None) – [TODO: Add description]

async consolidate_memories()¶

Consolidate memories across systems (move from working to long-term).

Return type:: str

async get_memory_stats()¶

Get statistics about memory usage.

Return type:: dict[str, Any]

async process_query(query)¶

Process a query using the appropriate memory systems.

Parameters:: query (str) – User query
Returns:: Dictionary with response and metadata
Return type:: dict[str, Any]

async store_memory(content, memory_type=None)¶

Store a memory in the appropriate system.

Parameters:

content (str) – Memory content to store
memory_type (MemoryType | None) – Optional specific memory type, otherwise auto-classified

Returns:

Confirmation message

Return type:

str

async agents.memory_v2.multi_react_memory_system.example_advanced_memory_operations()¶: Advanced memory operations example.

async agents.memory_v2.multi_react_memory_system.example_multi_memory_system()¶: Example of using the multi-memory system.