For guidance and examples, see [Delete data](/guides/manage-data-delete-data).

:::code-group
```python Python
# pip install "pinecone[grpc]"
from pinecone.grpc import PineconeGRPC as Pinecone

pc = Pinecone(api_key="YOUR_API_KEY")
index = pc.Index("docs-example")

index.delete(ids=["id-1", "id-2"], namespace='example-namespace')
```

```javascript JavaScript
import { Pinecone } from '@pinecone-database/pinecone'

const pc = new Pinecone({ apiKey: 'YOUR_API_KEY' })
const index = pc.index('docs-example')

const ns = index.namespace('example-namespace')
// Delete one record by ID.
await ns.deleteOne('id-1');
// Delete more than one record by ID.
await ns.deleteMany(['id-2', 'id-3']);
```

```java Java
import io.pinecone.clients.Index;
import io.pinecone.clients.Pinecone;
import java.util.Arrays;
import java.util.List;

public class DeleteVectorsExample {
    public static void main(String[] args) {
        Pinecone pc = new Pinecone.Builder("YOUR_API_KEY").build();
        Index index = pc.getIndexConnection("docs-example");
        List<String> ids = Arrays.asList("id-1  ", "id-2");
        index.deleteByIds(ids, "example-namespace");
    }
}
```

```go Go
package main

import (
    "context"
    "log"

    "github.com/pinecone-io/go-pinecone/v2/pinecone"
)

func main() {
    ctx := context.Background()

    pc, err := pinecone.NewClient(pinecone.NewClientParams{
        ApiKey: "YOUR_API_KEY",
    })
    if err != nil {
        log.Fatalf("Failed to create Client: %v", err)
    }

    idx, err := pc.DescribeIndex(ctx, "docs-example")
    if err != nil {
        log.Fatalf("Failed to describe index \"%v\": %v", idx.Name, err)
    }

    idxConnection, err := pc.Index(pinecone.NewIndexConnParams{Host: idx.Host, Namespace: "example-namespace"})
    if err != nil {
        log.Fatalf("Failed to create IndexConnection for Host %v: %v", idx.Host, err)
    }

    id1 := "id-1"
    id2 := "id-2"

    err = idxConnection.DeleteVectorsByID(ctx, []string{id1, id2})
    if err != nil {
        log.Fatalf("Failed to delete vector with ID %v: %v", id, err)
    }
}
```

```csharp C#
using Pinecone;

var pinecone = new PineconeClient("YOUR_API_KEY");

var index = pinecone.Index("docs-example");

var deleteResponse = await index.DeleteAsync(new DeleteRequest {
    Ids = new List<string> { "id-1", "id-2" },
    Namespace = "example-namespace",
});
```

```shell curl
PINECONE_API_KEY="YOUR_API_KEY"
INDEX_HOST="INDEX_HOST"

curl "https://$INDEX_HOST/vectors/delete" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Pinecone-Api-Version: 2024-07" \
  -d '{
    "ids": [
      "id-1", 
      "id-2"
    ],
    "namespace": "example-namespace"
  }
'
```
:::

:::code-group
```json curl
{}
```
:::

`POST /vectors/delete`

#### Authorizations

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `Api-Key` | `string` | - |  |

An API Key is required to call Pinecone APIs. Get yours from the [console](https://app.pinecone.io/).

#### Body

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `ids?` | `string[]` | - | Vectors to delete. Required string length: 1 - 1000 |

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `deleteAll?` | `boolean` | `false` | This indicates that all vectors in the index namespace should be deleted. Example: false |

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `namespace?` | `string` | - | The namespace to delete vectors from, if applicable. Example: example-namespace |

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `filter?` | `object` | - |  |

If specified, the metadata filter here will be used to select the vectors to delete. This is mutually exclusive with specifying ids to delete in the ids param or using delete\_all=True. See [Delete data](/guides/manage-data-delete-data#delete-records-by-metadata).

#### Response

`200` — A successful response.

| Prop | Type | Default | Description |
| --- | --- | --- | --- |
| `response?` | `object` | - | The response for the Delete operation. |

## Related pages

- [Account management](./account-management-index.md)
- [Admin](./admin-2-index.md)
- [Admin](./admin-index.md)
- [APIs](./apis-index.md)
- [Architecture](./architecture-index.md)
- [Bring Your Own Cloud](./bring-your-own-cloud-index.md)
- [Build an assistant](./build-an-assistant-index.md)
- [Build an integration](./build-an-integration-index.md)
- [Changelog](./changelog-index.md)
- [Changelog](../changelog.md)

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