Amazon S3 Vectors

pip install boto3

npm install @aws-sdk/client-s3vectors

import os
from mem0 import Memory

# Ensure your AWS credentials are configured in your environment
# e.g., by setting AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, and AWS_DEFAULT_REGION

config = {
    "vector_store": {
        "provider": "s3_vectors",
        "config": {
            "vector_bucket_name": "my-mem0-vector-bucket",
            "collection_name": "my-memories-index",
            "embedding_model_dims": 1536,
            "distance_metric": "cosine",
            "region_name": "us-east-1"
        }
    }
}

m = Memory.from_config(config)
messages = [
    {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
    {"role": "assistant", "content": "How about a thriller movie? They can be quite engaging."},
    {"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
    {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
]
m.add(messages, user_id="alice", metadata={"category": "movies"})

import { Memory } from 'mem0ai/oss';

// Ensure your AWS credentials are configured in your environment
// e.g., by setting AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, and AWS_DEFAULT_REGION

const config = {
  vectorStore: {
    provider: 's3_vectors',
    config: {
      vectorBucketName: 'my-mem0-vector-bucket',
      collectionName: 'my-memories-index',
      embeddingModelDims: 1536,
      distanceMetric: 'cosine',
      region: 'us-east-1',
    },
  },
};

const memory = new Memory(config);
const messages = [
    {"role": "user", "content": "I'm planning to watch a movie tonight. Any recommendations?"},
    {"role": "assistant", "content": "How about a thriller movie? They can be quite engaging."},
    {"role": "user", "content": "I'm not a big fan of thriller movies but I love sci-fi movies."},
    {"role": "assistant", "content": "Got it! I'll avoid thriller recommendations and suggest sci-fi movies in the future."}
]
await memory.add(messages, { userId: "alice", metadata: { category: "movies" } });