Quickstart

pip install mem0ai

import os
from mem0 import MemoryClient

os.environ["MEM0_API_KEY"] = "your-api-key"
client = MemoryClient()

messages = [
    {"role": "user", "content": "Hi, I'm Alex. I'm a vegetarian and allergic to nuts."},
    {"role": "assistant", "content": "Hello Alex! I'll remember your dietary preferences."}
]

result = client.add(messages, user_id="alex")
print(result)

query = "What should I cook for dinner?"
results = client.search(query, user_id="alex")
print(results)

memories = client.get_all(user_id="alex")
print(memories)

client.add(messages, user_id="alex", metadata={"category": "preferences"})

client.add(messages, user_id="alex", run_id="session-123")

client.add(messages, agent_id="support-bot")

client.add(messages, user_id="alex", async_mode=True)

results = client.search(
    "food preferences", 
    user_id="alex",
    categories=["preferences"],
    metadata={"category": "food"}
)

import MemoryClient, { Message, MemoryOptions } from 'mem0ai';

const client = new MemoryClient('your-api-key');

const messages: Message[] = [
    { role: "user", content: "I love Italian food" },
    { role: "assistant", content: "Noted! I'll remember your preference for Italian cuisine." }
];

const options: MemoryOptions = {
    user_id: "alex",
    metadata: { category: "food_preferences" }
};

client.add(messages, options)
    .then(result => console.log(result))
    .catch(error => console.error(error));