Give your agents memory that lasts

from memolayer import MemoryClient client = MemoryClient(api_key="ml-...") # Agent remembers facts from every conversation client.add( messages=[{"role": "user", "content": "I work at Acme Corp, ML team"}], user_id="user_123" ) # Next session — instant recall memories = client.search("Where does the user work?", user_id="user_123") # → [{memory: "Works at Acme Corp, ML team", score: 0.95}]