search_memories

Function: search_memories() Purpose: Find relevant memories using natural language Parameters:

• agent_name: Namespace identifier

• query: Search phrase

• k: Maximum results (default:5)

Example:

search_memories(
    agent_name="project_bot",
    query="timeline changes",
    k=3
)

Response:

{
    "success": true,
    "search_results": [
        {
            "memory_id": "mem_abc123",
            "content": "Updated timeline decision...",
            "score": 0.92,
            "metadata": {...}
        }
    ],
    "error": null
}