memory_provider = RedisVLSemanticMemory(
    session_tag="user_abc",
    distance_threshold=0.3,
)
agent = OpenAILikeChatClient(
    model_id=Qwen3.NEXT
).create_agent(
    name="assistant",
    instructions="You're a little helper who answers my questions in one sentence.",
    context_providers=memory_provider,
)