# 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')

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']);

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");
    }
}

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: 2024-04" \
  -d '{
    "ids": [
      "id-1", 
      "id-2"
    ],
    "namespace": "example-namespace"
  }
'

{}