import osfrom mem0 import Memoryos.environ["OPENAI_API_KEY"] = "sk-xx"config = { "vector_store": { "provider": "redis", "config": { "collection_name": "mem0", "embedding_model_dims": 1536, "redis_url": "redis://localhost:6379" } }, "version": "v1.1"}m = Memory.from_config(config)messages = [ {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"}, {"role": "assistant", "content": "How about a thriller movies? They can be quite engaging."}, {"role": "user", "content": "Iβm not a big fan of thriller movies but I love sci-fi movies."}, {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}]m.add(messages, user_id="alice", metadata={"category": "movies"})