# pip install --upgrade pinecone
import os
from pinecone import Pinecone

pc = Pinecone(api_key=os.environ["PINECONE_API_KEY"])

index_model = pc.indexes.create_for_model(
    name="docs-example",
    cloud="aws",
    region="us-east-1",
    embed={
        "model": "multilingual-e5-large",
        "field_map": {"text": "chunk_text"},
    },
)

// npm install @pinecone-database/pinecone
import { Pinecone } from '@pinecone-database/pinecone';

// Reads PINECONE_API_KEY from the environment
const pc = new Pinecone();

const indexModel = await pc.indexes.createForModel({
  name: 'docs-example',
  cloud: 'aws',
  region: 'us-east-1',
  embed: {
    model: 'multilingual-e5-large',
    fieldMap: { text: 'chunk_text' },
  },
});

package main

import (
    "context"
    "fmt"
    "log"
    "os"

    "github.com/pinecone-io/go-pinecone/v7/pinecone"
)

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

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

    idx, err := pc.CreateIndexForModel(ctx, &pinecone.CreateIndexForModelRequest{
        Name:   "docs-example",
        Cloud:  pinecone.CloudAWS,
        Region: "us-east-1",
        Embed: pinecone.CreateIndexForModelEmbed{
            Model:    "multilingual-e5-large",
            FieldMap: map[string]interface{}{"text": "chunk_text"},
        },
    })
    if err != nil {
        log.Fatalf("Failed to create index: %v", err)
    }
    fmt.Println(idx.Name, idx.Host)
}

# Requires Terraform provider v5.0.0 or later
# Creates a legacy integrated index. For new indexes, declare integrated embedding
# on a string field of a document index instead (provider v5.1.0 or later).
resource "pinecone_index" "docs_example" {
  name = "docs-example"
  spec = {
    serverless = {
      cloud  = "aws"
      region = "us-east-1"
    }
  }
  embed = {
    model = "multilingual-e5-large"
    field_map = {
      text = "chunk_text"
    }
  }
}

PINECONE_API_KEY="YOUR_API_KEY"

curl "https://api.pinecone.io/indexes/create-for-model" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "Content-Type: application/json" \
  -H "X-Pinecone-Api-Version: 2026-07" \
  -d '{
    "name": "docs-example",
    "cloud": "aws",
    "region": "us-east-1",
    "embed": {
      "model": "multilingual-e5-large",
      "field_map": {"text": "chunk_text"}
    }
  }'