Migrating from Mem0.ai to Alchemyst AI

import json
import time
from datetime import datetime

from mem0 import MemoryClient
from alchemyst_ai import AlchemystAI

MEM0_KEY = "mem0_api_key"
ALCHEMYST_KEY = "alchemyst_api_key"

# 1. Export from Mem0
mem0 = MemoryClient(api_key=MEM0_KEY)
export = mem0.create_memory_export(
    schema={
        "type": "object",
        "properties": {
            "memories": {"type": "array", "items": {"type": "object"}},
        },
    },
    filters={},
)

print(f"Started export {export['id']}")
time.sleep(30)
payload = mem0.get_memory_export(memory_export_id=export["id"])
memories = payload.get("memories", [])
print(f"Fetched {len(memories)} memories")

# 2. Import into Alchemyst AI
alchemyst = AlchemystAI(api_key=ALCHEMYST_KEY)
documents = []

for memory in memories:
    content = memory.get("memory") or memory.get("content") or memory.get("summary")
    if not content:
        continue

    documents.append(
        {
            "content": content,
            "metadata": {
                "memoryId": memory.get("id"),
                "userId": memory.get("user_id"),
                "source": "mem0",
            },
        }
    )

if documents:
    response = alchemyst.v1.context.add(
        documents=documents,
        source="mem0_migration",
        context_type="resource",
        scope="internal",
        metadata={
            "fileName": f"mem0_migration-{export['id']}.json",
            "fileType": "json",
            "fileSize": len(json.dumps(documents).encode("utf-8")),
            "lastModified": datetime.utcnow().isoformat() + "Z",
            "groupName": ["mem0", "imported"],
        },
    )
    print("Migration complete ✅")
    print(response)
else:
    print("No memories to migrate")