from agno.memory.v2 import Memory, UserMemoryfrom agno.memory.v2.db.sqlite import SqliteMemoryDbfrom agno.models.google.gemini import Geminifrom rich.pretty import pprintmemory_db = SqliteMemoryDb(table_name="memory", db_file="tmp/memory.db")# Reset for this examplememory_db.clear()memory = Memory(model=Gemini(id="gemini-2.0-flash-exp"), db=memory_db)john_doe_id = "john_doe@example.com"memory.add_user_memory( memory=UserMemory(memory="The user enjoys hiking in the mountains on weekends"), user_id=john_doe_id,)memory.add_user_memory( memory=UserMemory( memory="The user enjoys reading science fiction novels before bed" ), user_id=john_doe_id,)print("John Doe's memories:")pprint(memory.memories)memories = memory.search_user_memories( user_id=john_doe_id, limit=1, retrieval_method="last_n")print("\nJohn Doe's last_n memories:")pprint(memories)memories = memory.search_user_memories( user_id=john_doe_id, limit=1, retrieval_method="first_n")print("\nJohn Doe's first_n memories:")pprint(memories)memories = memory.search_user_memories( user_id=john_doe_id, query="What does the user like to do on weekends?", retrieval_method="agentic",)print("\nJohn Doe's memories similar to the query (agentic):")pprint(memories)