# Connecting via API

Before continuing, select the `modality`, `mode` of your `Stream` and whether you're using `WebRTC` or `WebSocket`s.

<div class="config-selector">
    <div class="select-group">
        <label for="connection">Connection</label>
        <select id="connection" onchange="updateDocs()">
            <option value="webrtc">WebRTC</option>
            <option value="websocket">WebSocket</option>
        </select>
    </div>
    <div class="select-group">
        <label for="modality">Modality</label>
        <select id="modality" onchange="updateDocs()">
            <option value="audio">Audio</option>
            <option value="video">Video</option>
            <option value="audio-video">Audio-Video</option>
        </select>
    </div>
    <div class="select-group">
        <label for="mode">Mode</label>
        <select id="mode" onchange="updateDocs()">
            <option value="send-receive">Send-Receive</option>
            <option value="receive">Receive</option>
            <option value="send">Send</option>
        </select>
    </div>

</div>

### Sample Code
<div id="docs"></div>

### Message Format

Over both WebRTC and WebSocket, the server can send messages of the following format:

```json
{
    "type": `send_input` | `fetch_output` | `stopword` | `error` | `warning` | `log`,
    "data": string | object
}
```

- `send_input`: Send any input data for the handler to the server. See [`Additional Inputs`](#additional-inputs) for more details.
- `fetch_output`: An instance of [`AdditionalOutputs`](#additional-outputs) is sent to the server.
- `stopword`: The stopword has been detected. See [`ReplyOnStopWords`](../audio/#reply-on-stopwords) for more details.
- `error`: An error occurred. The `data` will be a string containing the error message.
- `warning`: A warning occurred. The `data` will be a string containing the warning message.
- `log`: A log message. The `data` will be a string containing the log message.

The `ReplyOnPause` handler can also send the following `log` messages.

```json
{
    "type": "log",
    "data": "pause_detected" | "response_starting"
}
```

!!! tip
    When using WebRTC, the messages will be encoded as strings, so parse as JSON before using.

### Additional Inputs

When the `send_input` message is received, update the inputs of your handler however you like by using the `set_input` method of the `Stream` object.

A common pattern is to use a `POST` request to send the updated data. The first argument to the `set_input` method is the `webrtc_id` of the handler.

```python
from pydantic import BaseModel, Field

class InputData(BaseModel):
    webrtc_id: str
    conf_threshold: float = Field(ge=0, le=1)


@app.post("/input_hook")
async def _(data: InputData):
    stream.set_input(data.webrtc_id, data.conf_threshold)
```

The updated data will be passed to the handler on the **next** call.

### Additional Outputs

The `fetch_output` message is sent to the client whenever an instance of [`AdditionalOutputs`](../streams/#additional-outputs) is available. You can access the latest output data by calling the `fetch_latest_output` method of the `Stream` object. 

However, rather than fetching each output manually, a common pattern is to fetch the entire stream of output data by calling the `output_stream` method.

Here is an example:
```python
from fastapi.responses import StreamingResponse

@app.get("/updates")
async def stream_updates(webrtc_id: str):
    async def output_stream():
        async for output in stream.output_stream(webrtc_id):
            # Output is the AdditionalOutputs instance
            # Be sure to serialize it however you would like
            yield f"data: {output.args[0]}\n\n"

    return StreamingResponse(
        output_stream(), 
        media_type="text/event-stream"
    )
```

### Handling Errors

When connecting via `WebRTC`, the server will respond to the `/webrtc/offer` route with a JSON response. If there are too many connections, the server will respond with a 200 error.

```json
{
    "status": "failed",
    "meta": {
        "error": "concurrency_limit_reached",
        "limit": 10
    }
```

Over `WebSocket`, the server will send the same message before closing the connection.

!!! tip
    The server will sends a 200 status code because otherwise the gradio client will not be able to process the json response and display the error.

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const webrtcTemplate = doT.template(`
To connect to the server, you need to create a new RTCPeerConnection object and call the \`setupWebRTC\` function below.
{{? it.mode === "send-receive" || it.mode === "receive" }}
This code snippet assumes there is an html element with an id of \`{{=it.modality}}_output_component_id\` where the output will be displayed. It should be {{? it.modality === "audio"}}a \`<audio>\`{{??}}an \`<video>\`{{?}} element.
{{?}}

\`\`\`javascript
// pass any rtc_configuration params here
const pc = new RTCPeerConnection();
{{? it.mode === "send-receive" || it.mode === "receive" }}
const {{=it.modality}}_output_component = document.getElementById("{{=it.modality}}_output_component_id");
{{?}}                     
async function setupWebRTC(peerConnection) {
    {{? it.mode === "send-receive" || it.mode === "send" }}      
    // Get {{=it.modality}} stream from webcam
    const stream = await navigator.mediaDevices.getUserMedia({
        {{=it.modality}}: true,
    })
    {{?}}
    {{? it.mode === "send-receive" }}
    //  Send {{=it.modality}} stream to server
    stream.getTracks().forEach(async (track) => {
        const sender = pc.addTrack(track, stream);
    })
    {{?? it.mode === "send" }}
    // Receive {{=it.modality}} stream from server
    pc.addTransceiver({{=it.modality}}, { direction: "recvonly" })
    {{?}}
    {{? it.mode === "send-receive" || it.mode === "receive" }}
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        }
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    // Create data channel (needed!)
    const dataChannel = peerConnection.createDataChannel("text");

    // Create and send offer
    const offer = await peerConnection.createOffer();
    await peerConnection.setLocalDescription(offer);

    // Send offer to server
    const response = await fetch('/webrtc/offer', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({
            sdp: offer.sdp,
            type: offer.type,
            webrtc_id: Math.random().toString(36).substring(7)
        })
    });

    // Handle server response
    const serverResponse = await response.json();
    await peerConnection.setRemoteDescription(serverResponse);
}
\`\`\`
`);

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const wsTemplate = doT.template(`
{{? it.modality !== "audio" || it.mode !== "send-receive" }}
WebSocket connections are currently only supported for audio in send-receive mode.
{{??}}

To connect to the server via WebSocket, you'll need to establish a WebSocket connection and handle audio processing. The code below assumes there is an HTML audio element for output playback.

\`\`\`javascript
// Setup audio context and stream
const audioContext = new AudioContext();
const stream = await navigator.mediaDevices.getUserMedia({
    audio: true
});

// Create WebSocket connection
const ws = new WebSocket(\`\${window.location.protocol === 'https:' ? 'wss:' : 'ws:'}//$\{window.location.host}/websocket/offer\`);

ws.onopen = () => {
    // Send initial start message with unique ID
    ws.send(JSON.stringify({
        event: "start",
        websocket_id: generateId()  // Implement your own ID generator
    }));

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    const source = audioContext.createMediaStreamSource(stream);
    const processor = audioContext.createScriptProcessor(2048, 1, 1);
    source.connect(processor);
    processor.connect(audioContext.destination);

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        const inputData = e.inputBuffer.getChannelData(0);
        const mulawData = convertToMulaw(inputData, audioContext.sampleRate);
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        if (ws.readyState === WebSocket.OPEN) {
            ws.send(JSON.stringify({
                event: "media",
                media: {
                    payload: base64Audio
                }
            }));
        }
    };
};
\`\`\`
{{?}}
`);

function updateDocs() {
    // Get selected values
    const modality = document.getElementById('modality').value;
    const mode = document.getElementById('mode').value;
    const connection = document.getElementById('connection').value;

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        modality: modality,
        mode: mode,
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    };

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