Mem0: A Personalization Layer Your Assistant Remembers With

The Stack

Steps

1. 1

   Install the SDK and verify it imports

   pip install mem0ai, then confirm the Memory class is importable. That's the deterministic spine: the dependency tree resolves and the SDK loads. CI runs exactly this, no key.

   python3 -m venv .venv
   .venv/bin/pip install -q mem0ai
   .venv/bin/python - <<'EOF'
   from mem0 import Memory
   
   assert callable(Memory), "Memory is not a class/callable"
   print("mem0 imports OK: Memory class available")
   EOF

2. 2

   Add and search memories (the model step, not checked by CI)

   memory.add("Prefers vim keybindings and dark mode", user_id="alice") then memory.search(query=..., filters=...). Both extract/retrieve with an LLM and an embedder (OpenAI by default), so set your key first; CI never claims this part.