feat(vector-stores): add S3 Vectors provider to TypeScript OSS SDK (#5822)

Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
This commit is contained in:
Rod Boev
2026-07-06 20:08:13 +05:30
committed by GitHub
co-authored by kartik-mem0
parent 580d390e4d
commit 6dc4606dcf
11 changed files with 2082 additions and 8 deletions
+39 -2
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@@ -9,15 +9,22 @@ description: "Use Amazon S3 Vectors as a cost-optimized vector storage service i
S3 Vectors support requires additional dependencies. Install them with:
```bash
<CodeGroup>
```bash Python
pip install boto3
```
```bash TypeScript
npm install @aws-sdk/client-s3vectors
```
</CodeGroup>
### Usage
To use Amazon S3 Vectors with Mem0, you need to have an AWS account and the necessary IAM permissions (`s3vectors:*`). Ensure your environment is configured with AWS credentials (e.g., via `~/.aws/credentials` or environment variables).
```python
<CodeGroup>
```python Python
import os
from mem0 import Memory
@@ -47,6 +54,36 @@ messages = [
m.add(messages, user_id="alice", metadata={"category": "movies"})
```
```typescript TypeScript
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" } });
```
</CodeGroup>
### Config
Here are the parameters available for configuring Amazon S3 Vectors: