from pinecone import Pinecone

pc = Pinecone(api_key="YOUR_API_KEY")

# To get the unique host for an index, 
# see https://docs.pinecone.io/guides/manage-data/target-an-index
index = pc.Index(host="INDEX_HOST")

index.upsert(
    vectors=[
        {
            "id": "vec1", 
            "values": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8], 
            "metadata": {"genre": "drama"}
        },
        {
            "id": "vec2", 
            "values": [0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9],
            "metadata": {"genre": "action"}
        }
    ],
    namespace="example-namespace"
)

PINECONE_API_KEY="YOUR_API_KEY"
INDEX_HOST="INDEX_HOST"

curl "https://$INDEX_HOST/vectors/upsert" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Pinecone-Api-Version: 2026-01.alpha" \
  -d '{
    "vectors": [
      {
        "id": "vec1",
        "values": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8],
        "metadata": {"genre": "drama"}
      },
      {
        "id": "vec2",
        "values": [0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9],
        "metadata": {"genre": "action"}
      }
    ],
    "namespace": "example-namespace"
  }'