Migrate from Mem0 to ZeroMemory

Step 1 — Export from Mem0

from mem0 import MemoryClient
records = MemoryClient().get_all(user_id="alice")

Step 2 — Map to MIF

def mem0_to_mif(rec):
    return {
        "@context": "https://mif.ainative.studio/context/v1",
        "@type": "Memory",
        "@id": f"urn:mif:memory:{rec['id']}",
        "content": rec["memory"],
        "conceptType": "semantic",
        "created": rec.get("created_at"),
        "properties": rec.get("metadata") or {},
    }

docs = [mem0_to_mif(r) for r in records]

Step 3 — Import into ZeroMemory

import requests
requests.post(
  "https://api.ainative.studio/api/v1/public/memory/v2/import",
  headers={"Authorization": f"Bearer {TOKEN}"},
  json={"format": "mif-json", "namespace": "project:acme", "documents": docs},
)

Then recall it: POST /api/v1/public/memory/v2/recall with your query and namespace.