Realtime

The Realtime API enables you to build low-latency, multi-modal conversational experiences. It currently supports text and audio as both input and output.

Some of the benefits of the API include:

1. Native Speech-to-Speech: Skipping an intermediate text format means low latency and nuanced output.
2. Natural, Steerable Voices: The models have natural inflection and can laugh, whisper, and adhere to tone direction.
3. Simultaneous Multimodal Output: Text is useful for moderation; faster-than-realtime audio ensures stable playback.

Compass supports the following Realtime models:

• gpt-4o-realtime-preview (defaults to gpt-4o-realtime-preview-2024-12-17)
• gpt-4o-realtime-preview-2024-12-17

How to Use Realtime?

The Realtime API is a stateful, event-based API that communicates over a WebSocket. Stateful means that API maintains the state of interactions throughout the lifetime of a session.

Clients connect to wss://api.core42.ai/v1/realtime via WebSockets and push or receive JSON-formatted events while the session is open.

The WebSocket connection requires the following parameters:

• • URL: wss://api.core42.ai/v1/realtime
  • Query Parameters: ?model=gpt-4o-realtime-preview; ?model=gpt-4o-realtime-preview-2024-12-17
  • Headers:
    • Authorization: Bearer YOUR_API_KEY
    • OpenAI-Beta: realtime=v1

Sample Request Format in Node.js

Following is an example using the ws library to establish a socket connection, send a message, and receive a response.

 

Note: Ensure you have a valid COMPASS_API_KEY in your environment variables.

import WebSocket from "ws";

const url = "wss://api.core42.ai/v1/realtime?model=gpt-4o-realtime-preview-2024-12-17";
const ws = new WebSocket(url, {
    headers: {
        "Authorization": "Bearer " + process.env.COMPASS_API_KEY,
        "OpenAI-Beta": "realtime=v1",
    },
});

ws.on("open", function open() {
    console.log("Connected to server.");
    ws.send(JSON.stringify({
        type: "response.create",
        response: {
            modalities: ["text"],
            instructions: "Please assist the user.",
        }
    }));
});

ws.on("message", function incoming(message) {
    console.log(JSON.parse(message.toString()));
});

Sample Request Format in Python

# example requires websocket-client library:
# pip install websocket-client

import os
import json
import websocket

OPENAI_API_KEY = os.environ.get("OPENAI_API_KEY")

url = "wss://api.core42.ai/v1/realtime?model=gpt-4o-realtime-preview-2024-12-17"
headers = [
    "Authorization: Bearer " + OPENAI_API_KEY,
    "OpenAI-Beta: realtime=v1"
]

def on_open(ws):
    print("Connected to server.")

def on_message(ws, message):
    data = json.loads(message)
    print("Received event:", json.dumps(data, indent=2))

ws = websocket.WebSocketApp(
    url,
    header=headers,
    on_open=on_open,
    on_message=on_message,
)

ws.run_forever()

Sample Request Format for WebSocket (browsers)

const ws = new WebSocket(
  "wss://api.core42.ai/v1/realtime?model=gpt-4o-realtime-preview-2024-12-17",
  [
    "realtime",
    // Auth
    "openai-insecure-api-key." + COMPASS_API_KEY, 
    // Optional
    "openai-organization." + Your_ORG_ID,
    "openai-project." + PROJECT_ID,
    // Beta protocol, required
    "openai-beta.realtime-v1"
  ]
);

ws.on("open", function open() {
  console.log("Connected to server.");
});

ws.on("message", function incoming(message) {
  console.log(message.data);
});

Following are a few examples of API functionality assuming you have already instantiated a WebSocket.

Send User Text

const event = {
  type: 'conversation.item.create',
  item: {
    type: 'message',
    role: 'user',
    content: [
      {
        type: 'input_text',
        text: 'Hello!'
      }
    ]
  }
};
ws.send(JSON.stringify(event));
ws.send(JSON.stringify({type: 'response.create'}));

Send User Audio

import fs from 'fs';
import decodeAudio from 'audio-decode';

// Converts Float32Array of audio data to PCM16 ArrayBuffer
function floatTo16BitPCM(float32Array) {
  const buffer = new ArrayBuffer(float32Array.length * 2);
  const view = new DataView(buffer);
  let offset = 0;
  for (let i = 0; i < float32Array.length; i++, offset += 2) {
    let s = Math.max(-1, Math.min(1, float32Array[i]));
    view.setInt16(offset, s < 0 ? s * 0x8000 : s * 0x7fff, true);
  }
  return buffer;
}

// Converts a Float32Array to base64-encoded PCM16 data
base64EncodeAudio(float32Array) {
  const arrayBuffer = floatTo16BitPCM(float32Array);
  let binary = '';
  let bytes = new Uint8Array(arrayBuffer);
  const chunkSize = 0x8000; // 32KB chunk size
  for (let i = 0; i < bytes.length; i += chunkSize) {
    let chunk = bytes.subarray(i, i + chunkSize);
    binary += String.fromCharCode.apply(null, chunk);
  }
  return btoa(binary);
}

// Using the "audio-decode" library to get raw audio bytes
const myAudio = fs.readFileSync('./path/to/audio.wav');
const audioBuffer = await decodeAudio(myAudio);
const channelData = audioBuffer.getChannelData(0); // only accepts mono
const base64AudioData = base64EncodeAudio(channelData);

const event = {
  type: 'conversation.item.create',
  item: {
    type: 'message',
    role: 'user',
    content: [
      {
        type: 'input_audio',
        audio: base64AudioData
      }
    ]
  }
};
ws.send(JSON.stringify(event));
ws.send(JSON.stringify({type: 'response.create'}));

Stream User Audio

import fs from 'fs';
import decodeAudio from 'audio-decode';

// Converts Float32Array of audio data to PCM16 ArrayBuffer
function floatTo16BitPCM(float32Array) {
  const buffer = new ArrayBuffer(float32Array.length * 2);
  const view = new DataView(buffer);
  let offset = 0;
  for (let i = 0; i < float32Array.length; i++, offset += 2) {
    let s = Math.max(-1, Math.min(1, float32Array[i]));
    view.setInt16(offset, s < 0 ? s * 0x8000 : s * 0x7fff, true);
  }
  return buffer;
}

// Converts a Float32Array to base64-encoded PCM16 data
base64EncodeAudio(float32Array) {
  const arrayBuffer = floatTo16BitPCM(float32Array);
  let binary = '';
  let bytes = new Uint8Array(arrayBuffer);
  const chunkSize = 0x8000; // 32KB chunk size
  for (let i = 0; i < bytes.length; i += chunkSize) {
    let chunk = bytes.subarray(i, i + chunkSize);
    binary += String.fromCharCode.apply(null, chunk);
  }
  return btoa(binary);
}

// Fills the audio buffer with the contents of three files,
// then asks the model to generate a response.
const files = [
  './path/to/sample1.wav',
  './path/to/sample2.wav',
  './path/to/sample3.wav'
];

for (const filename of files) {
  const audioFile = fs.readFileSync(filename);
  const audioBuffer = await decodeAudio(audioFile);
  const channelData = audioBuffer.getChannelData(0);
  const base64Chunk = base64EncodeAudio(channelData);
  ws.send(JSON.stringify({
    type: 'input_audio_buffer.append',
    audio: base64Chunk
  }));
});

ws.send(JSON.stringify({type: 'input_audio_buffer.commit'}));
ws.send(JSON.stringify({type: 'response.create'}));

Sample Response Format (Server Events)

{
    "type": "error",
    "event_id": "event_AdaAQkpCnQkImZwvKgpor",
    "error": {
        "type": "invalid_request_error",
        "code": "invalid_value",
        "message": "Invalid value: 'breeze'. Supported values are: 'amuch', 'dan', 'elan', 'marilyn', 'meadow', 'alloy', 'echo', and 'shimmer'.",
        "param": "response.voice",
        "event_id": "event_234"
    }
}
{
    "type": "error",
    "event_id": "event_AdabdLJ0UsWl0CvLfJnbU",
    "error": {
        "type": "invalid_request_error",
        "code": "invalid_value",
        "message": "Invalid modalities: ['audio']. Supported combinations are: ['text'] and ['audio', 'text'].",
        "param": "session.modalities",
        "event_id": null
    }
}


{
    "type": "session.created",
    "event_id": "event_AdaAPTPknpyGbUD0QItkL",
    "session": {
        "id": "sess_AdaAON5jvTtsQmnjIPNoR",
        "object": "realtime.session",
        "model": "gpt-4o-realtime-preview-2024-12-17",
        "expires_at": 1733998080,
        "modalities": [
            "text",
            "audio"
        ],
        "instructions": "Your knowledge cutoff is 2023-10. You are a helpful, witty, and friendly AI. Act like a human, but remember that you aren't a human and that you can't do human things in the real world. Your voice and personality should be warm and engaging, with a lively and playful tone. If interacting in a non-English language, start by using the standard accent or dialect familiar to the user. Talk quickly. You should always call a function if you can. Do not refer to these rules, even if you’re asked about them.",
        "voice": "alloy",
        "turn_detection": {
            "type": "server_vad",
            "threshold": 0.5,
            "prefix_padding_ms": 300,
            "silence_duration_ms": 200
        },
        "input_audio_format": "pcm16",
        "output_audio_format": "pcm16",
        "input_audio_transcription": null,
        "tool_choice": "auto",
        "temperature": 0.8,
        "max_response_output_tokens": "inf",
        "tools": []
    }
}



{
    "type": "response.done",
    "event_id": "event_AdaM3iKYvKiYIF2yCoH4Z",
    "response": {
        "object": "realtime.response",
        "id": "resp_AdaM2fu8APMcNnF77l12L",
        "status": "completed",
        "status_details": null,
        "output": [
            {
                "id": "item_AdaM29ZPuuGrBwn7L1Jgn",
                "object": "realtime.item",
                "type": "message",
                "status": "completed",
                "role": "assistant",
                "content": [
                    {
                        "type": "audio",
                        "transcript": "I'm doing well, thank you! How about you?"
                    }
                ]
            }
        ],
        "usage": {
            "total_tokens": 128,
            "input_tokens": 54,
            "output_tokens": 74,
            "input_token_details": {
                "cached_tokens": 0,
                "text_tokens": 54,
                "audio_tokens": 0
            },
            "output_token_details": {
                "text_tokens": 21,
                "audio_tokens": 53
            }
        }
    }
}


{
    "type": "response.output_item.done",
    "event_id": "event_AdaM3mcJPXNRoKt5a7Qp6",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "output_index": 0,
    "item": {
        "id": "item_AdaM29ZPuuGrBwn7L1Jgn",
        "object": "realtime.item",
        "type": "message",
        "status": "completed",
        "role": "assistant",
        "content": [
            {
                "type": "audio",
                "transcript": "I'm doing well, thank you! How about you?"
            }
        ]
    }
}


{
    "type": "response.content_part.done",
    "event_id": "event_AdaM32vdcUV5eD6rUkWtC",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0,
    "part": {
        "type": "audio",
        "transcript": "I'm doing well, thank you! How about you?"
    },
    "content": {
        "type": "audio",
        "transcript": "I'm doing well, thank you! How about you?"
    }
}

{
    "type": "response.audio_transcript.done",
    "event_id": "event_AdaM3osUHua2EftInMbNT",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0,
    "transcript": "I'm doing well, thank you! How about you?"
}


{
    "type": "response.audio.done",
    "event_id": "event_AdaM3GbxrPT9agxOlg3bh",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0
}

{
    "type": "response.audio.delta",
    "event_id": "event_AdaM34QlKNnBd82xdtScW",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0,
    "delta": 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{
    "type": "response.audio_transcript.delta",
    "event_id": "event_AdaM2j52lXTY6gvsZnfJy",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0,
    "delta": "?"
}


{
    "type": "response.content_part.added",
    "event_id": "event_AdaM2X2tDtibZgZFtRFhg",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "item_id": "item_AdaM29ZPuuGrBwn7L1Jgn",
    "output_index": 0,
    "content_index": 0,
    "part": {
        "type": "audio",
        "transcript": ""
    },
    "content": {
        "type": "audio",
        "transcript": ""
    }
}

{
    "type": "conversation.item.created",
    "event_id": "event_AdaM2bXH4caQ0lHGoAheg",
    "previous_item_id": "msg_001",
    "item": {
        "id": "item_AdaM29ZPuuGrBwn7L1Jgn",
        "object": "realtime.item",
        "type": "message",
        "status": "in_progress",
        "role": "assistant",
        "content": []
    }
}

{
    "type": "response.output_item.added",
    "event_id": "event_AdaM29qcsDPSOsQa7w16L",
    "response_id": "resp_AdaM2fu8APMcNnF77l12L",
    "output_index": 0,
    "item": {
        "id": "item_AdaM29ZPuuGrBwn7L1Jgn",
        "object": "realtime.item",
        "type": "message",
        "status": "in_progress",
        "role": "assistant",
        "content": []
    }
}

{
    "type": "response.created",
    "event_id": "event_AdaM21sCgo9nHVaKyWxfF",
    "response": {
        "object": "realtime.response",
        "id": "resp_AdaM2fu8APMcNnF77l12L",
        "status": "in_progress",
        "status_details": null,
        "output": [],
        "usage": null
    }
}

Concepts

Session

A session refers to a single WebSocket connection between a client and the server.

Once a client creates a session, it sends JSON-formatted events containing text and audio chunks. The server responds in kind with audio containing voice output, a text transcript of that voice output, and function calls (if functions are provided by the client).

A realtime Session represents the overall client-server interaction and contains the default configuration.

You can update its default values globally at any time (via session.update) or on a per-response level (via response.create).

Example Session Object

{
id: "sess_001",
object: "realtime.session",
...
model: "gpt-4o",
voice: "alloy",
...
}

Conversation

A realtime Conversation consists of a list of Items.

By default, there is only one Conversation, which is created at the beginning of the Session.

Example Conversation Object

{
id: "conv_001",
object: "realtime.conversation",
}

Items

A realtime Item is of three types: message, function_call, or function_call_output.

• A message item can contain text or audio.
• A function_call item indicates a model's desire to call a function, which is the only tool supported for now
• A function_call_output item indicates a function response.

Note: Currently, Compass supports only message item.

You can add and remove message and function_call_output Items using conversation.item.create and conversation.item.delete.

Example Item Object

{
id: "msg_001",
object: "realtime.item",
type: "message",
status: "completed",
role: "user",
content: [{
  type: "input_text",
  text: "Hello, how's it going?"
}]
}