feat(ts-sdk): add Milvus vector store provider (closes #5774) (#5889)

Co-authored-by: kartik-mem0 <kartik.labhshetwar@mem0.ai>
This commit is contained in:
Bartok
2026-07-08 20:25:06 +05:30
committed by GitHub
co-authored by kartik-mem0
parent fbdbab805d
commit e72ae96ad4
10 changed files with 1803 additions and 13 deletions
+49 -1
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@@ -6,7 +6,14 @@ description: "Use Milvus as an open-source vector database in Mem0, scalable fro
### Usage
```python
The TypeScript SDK loads the Milvus client lazily. Install it alongside `mem0ai` when you use this provider:
```bash
npm install @zilliz/milvus2-sdk-node
```
<CodeGroup>
```python Python
import os
from mem0 import Memory
@@ -33,10 +40,39 @@ messages = [
m.add(messages, user_id="alice", metadata={"category": "movies"})
```
```typescript TypeScript
import { Memory } from 'mem0ai/oss';
const config = {
vectorStore: {
provider: 'milvus',
config: {
collectionName: 'test',
embeddingModelDims: 1536,
url: 'http://localhost:19530',
token: '8e4b8ca8cf2c67',
dbName: 'my_database',
},
},
};
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 thriller movies? 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 Milvus:
<Tabs>
<Tab title="Python">
| Parameter | Description | Default Value |
| --- | --- | --- |
| `url` | Full URL/Uri for Milvus/Zilliz server | `http://localhost:19530` |
@@ -45,3 +81,15 @@ Here are the parameters available for configuring Milvus:
| `embedding_model_dims` | Dimensions of the embedding model | `1536` |
| `metric_type` | Metric type for similarity search | `L2` |
| `db_name` | Name of the database | `""` |
</Tab>
<Tab title="TypeScript">
| Parameter | Description | Default Value |
| --- | --- | --- |
| `url` | Full URL/Uri for Milvus/Zilliz server | `http://localhost:19530` |
| `token` | Token for Zilliz Cloud (optional for a local setup) | `undefined` |
| `collectionName` | The name of the collection | `mem0` |
| `embeddingModelDims` | Dimensions of the embedding model | `1536` |
| `metricType` | Metric type for similarity search (`L2`, `IP`, `COSINE`, `HAMMING`, `JACCARD`) | `L2` |
| `dbName` | Name of the database | `undefined` |
</Tab>
</Tabs>