Migrating from Mem0 to Supermemory - supermemory

Migrating from Mem0 to Supermemory is straightforward. This guide walks you through exporting your memories from Mem0 and importing them into Supermemory.

Why Migrate to Supermemory?

Supermemory offers enhanced capabilities over Mem0:

Knowledge graph architecture for better context relationships
Multiple content types (URLs, PDFs, images, videos)
Generous free tier (100k tokens) with affordable pricing
Multiple integration options (API, MCP, SDKs)

Quick Migration (All-in-One)

Complete migration in one script:

from mem0 import MemoryClient
from supermemory import Supermemory
import json, time

# Export from Mem0
mem0 = MemoryClient(api_key="your_mem0_api_key")
export = mem0.create_memory_export(
    schema={"type": "object", "properties": {"memories": {"type": "array", "items": {"type": "object"}}}},
    filters={}
)
time.sleep(5)
data = mem0.get_memory_export(memory_export_id=export["id"])

# Import to Supermemory
supermemory = Supermemory(api_key="your_supermemory_api_key")
for memory in data["memories"]:
    if memory.get("content"):
        supermemory.memories.add(
            content=memory["content"],
            container_tags=["imported_from_mem0"]
        )
        print(f"✅ {memory['content'][:50]}...")

print("Migration complete!")

Step-by-Step Migration

Export from Mem0

Mem0 provides two ways to export your memories:

Option 1: Export via Dashboard (Recommended)

Log into your Mem0 dashboard
Navigate to the export section
Download your memories as JSON

Option 2: Export via API

Simple script to export all your memories from Mem0:

from mem0 import MemoryClient
import json
import time

# Connect to Mem0
client = MemoryClient(api_key="your_mem0_api_key")

# Create export job
schema = {
    "type": "object",
    "properties": {
        "memories": {
            "type": "array",
            "items": {
                "type": "object",
                "properties": {
                    "id": {"type": "string"},
                    "content": {"type": "string"},
                    "metadata": {"type": "object"},
                    "created_at": {"type": "string"}
                }
            }
        }
    }
}

response = client.create_memory_export(schema=schema, filters={})
export_id = response["id"]

# Wait and retrieve
print("Exporting memories...")
time.sleep(5)
export_data = client.get_memory_export(memory_export_id=export_id)

# Save to file
with open("mem0_export.json", "w") as f:
    json.dump(export_data, f, indent=2)

print(f"Exported {len(export_data['memories'])} memories")

Set Up Supermemory

Create your Supermemory account and get your API key:

Sign up at console.supermemory.ai
Create a new project
Generate an API key from the dashboard

# Set your environment variable
export SUPERMEMORY_API_KEY="your_supermemory_api_key"

Import to Supermemory

Simple script to import your Mem0 memories into Supermemory:

import json
from supermemory import Supermemory

# Load your Mem0 export
with open("mem0_export.json", "r") as f:
    mem0_data = json.load(f)

# Connect to Supermemory
client = Supermemory(api_key="your_supermemory_api_key")

# Import memories
for memory in mem0_data["memories"]:
    content = memory.get("content", "")

    # Skip empty memories
    if not content:
        continue

    # Import to Supermemory
    try:
        result = client.add(
            content=content,
            container_tags=["imported_from_mem0"],
            metadata={
                "source": "mem0",
                "created_at": memory.get("created_at"),
                **(memory.get("metadata") or {})
            }
        )
        print(f"Imported: {content[:50]}...")
    except Exception as e:
        print(f"Failed: {e}")

print("Migration complete!")

API Migration Reference

Here’s how common Mem0 operations map to Supermemory:

Adding Memories

from mem0 import MemoryClient

client = MemoryClient(api_key="...")
client.add(
    messages="User prefers dark mode",
    user_id="alice"
)

from supermemory import Supermemory

client = Supermemory(api_key="...")
client.add(
    content="User prefers dark mode",
    container_tags=["user_alice"]
)

Searching Memories

results = client.search(
    query="user preferences",
    user_id="alice"
)

results = client.documents.search(
    query="user preferences",
    container_tags=["user_alice"]
)

Getting All Memories

memories = client.get_all(
    user_id="alice"
)

memories = client.documents.list(
    container_tags=["user_alice"],
    limit=100
)

Deleting Memories

client.delete(memory_id="mem_123")

client.documents.delete("mem_123")

For enterprise migrations, contact us for assistance.

Next Steps

Explore how Supermemory works
Read the quickstart and add and retrieve your first memories
Connect to Google Drive, Notion, and OneDrive with automatic syncing

​Why Migrate to Supermemory?

​Quick Migration (All-in-One)

​Step-by-Step Migration

​Option 1: Export via Dashboard (Recommended)

​Option 2: Export via API

​API Migration Reference

​Adding Memories

​Searching Memories

​Getting All Memories

​Deleting Memories

​Next Steps

Why Migrate to Supermemory?

Quick Migration (All-in-One)

Step-by-Step Migration

Option 1: Export via Dashboard (Recommended)

Option 2: Export via API

API Migration Reference

Adding Memories

Searching Memories

Getting All Memories

Deleting Memories

Next Steps