Refactoring how we are organizing the twilio chatbot examples and improving the readmes

This commit is contained in:
Filipi Fuchter
2025-06-17 16:08:35 -03:00
parent cbd0529674
commit 2300c2632e
12 changed files with 69 additions and 55 deletions

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# Python Client for Server Testing
This Python client enables automated testing of the server via WebSocket without the need to make actual phone calls.
## Setup Instructions
### 1. Configure the Stream Template
Edit the `templates/streams.xml` file to point to your servers WebSocket endpoint. For example:
```xml
<?xml version="1.0" encoding="UTF-8"?>
<Response>
<Connect>
<Stream url="ws://localhost:8765/ws" />
</Connect>
<Pause length="40"/>
</Response>
```
### 2. Start the Server in Test Mode
Run the server with the `-t` flag to indicate test mode:
```sh
# Ensure you're in the project directory and your virtual environment is activated
python server.py -t
```
### 3. Run the Client
Start the client and point it to the server URL:
```sh
python client.py -u http://localhost:8765 -c 2
```
- `-u`: Server URL (default is `http://localhost:8765`)
- `-c`: Number of concurrent client connections (e.g., 2)

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#
# Copyright (c) 2025, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import argparse
import asyncio
import datetime
import io
import os
import sys
import wave
import xml.etree.ElementTree as ET
from uuid import uuid4
import aiofiles
import aiohttp
from dotenv import load_dotenv
from loguru import logger
from pipecat.audio.vad.silero import SileroVADAnalyzer
from pipecat.audio.vad.vad_analyzer import VADParams
from pipecat.frames.frames import EndFrame, TransportMessageUrgentFrame
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.runner import PipelineRunner
from pipecat.pipeline.task import PipelineParams, PipelineTask
from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
from pipecat.processors.audio.audio_buffer_processor import AudioBufferProcessor
from pipecat.serializers.twilio import TwilioFrameSerializer
from pipecat.services.cartesia.tts import CartesiaTTSService
from pipecat.services.deepgram.stt import DeepgramSTTService
from pipecat.services.openai.llm import OpenAILLMService
from pipecat.transports.network.websocket_client import (
WebsocketClientParams,
WebsocketClientTransport,
)
load_dotenv(override=True)
logger.remove(0)
logger.add(sys.stderr, level="DEBUG")
DEFAULT_CLIENT_DURATION = 30
async def download_twiml(server_url: str) -> str:
# TODO(aleix): add error checking.
async with aiohttp.ClientSession() as session:
async with session.post(server_url) as response:
return await response.text()
def get_stream_url_from_twiml(twiml: str) -> str:
root = ET.fromstring(twiml)
# TODO(aleix): add error checking.
stream_element = root.find(".//Stream") # Finds the first <Stream> element
url = stream_element.get("url")
return url
async def save_audio(client_name: str, audio: bytes, sample_rate: int, num_channels: int):
if len(audio) > 0:
filename = (
f"{client_name}_recording_{datetime.datetime.now().strftime('%Y%m%d_%H%M%S')}.wav"
)
with io.BytesIO() as buffer:
with wave.open(buffer, "wb") as wf:
wf.setsampwidth(2)
wf.setnchannels(num_channels)
wf.setframerate(sample_rate)
wf.writeframes(audio)
async with aiofiles.open(filename, "wb") as file:
await file.write(buffer.getvalue())
logger.info(f"Merged audio saved to {filename}")
else:
logger.info("No audio data to save")
async def run_client(client_name: str, server_url: str, duration_secs: int):
twiml = await download_twiml(server_url)
stream_url = get_stream_url_from_twiml(twiml)
stream_sid = str(uuid4())
call_sid = str(uuid4())
transport = WebsocketClientTransport(
uri=stream_url,
params=WebsocketClientParams(
audio_in_enabled=True,
audio_out_enabled=True,
add_wav_header=False,
serializer=TwilioFrameSerializer(stream_sid=stream_sid, call_sid=call_sid),
vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=1.0)),
),
)
llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY"))
stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY"))
tts = CartesiaTTSService(
api_key=os.getenv("CARTESIA_API_KEY"),
voice_id="e13cae5c-ec59-4f71-b0a6-266df3c9bb8e", # Madame Mischief
push_silence_after_stop=True,
)
messages = [
{
"role": "system",
"content": "You are an 8 year old child. A teacher will explain you new concepts you want to know about. Feel free to change topics whnever you want. Once you are taught something you need to keep asking for clarifications if you think someone your age would not understand what you are being taught.",
},
]
context = OpenAILLMContext(messages)
context_aggregator = llm.create_context_aggregator(context)
# NOTE: Watch out! This will save all the conversation in memory. You can
# pass `buffer_size` to get periodic callbacks.
audiobuffer = AudioBufferProcessor(user_continuous_stream=False)
pipeline = Pipeline(
[
transport.input(), # Websocket input from server
stt, # Speech-To-Text
context_aggregator.user(),
llm, # LLM
tts, # Text-To-Speech
transport.output(), # Websocket output to server
audiobuffer, # Used to buffer the audio in the pipeline
context_aggregator.assistant(),
]
)
task = PipelineTask(
pipeline,
params=PipelineParams(
audio_in_sample_rate=8000,
audio_out_sample_rate=8000,
allow_interruptions=True,
),
)
@transport.event_handler("on_connected")
async def on_connected(transport: WebsocketClientTransport, client):
# Start recording.
await audiobuffer.start_recording()
message = TransportMessageUrgentFrame(
message={"event": "connected", "protocol": "Call", "version": "1.0.0"}
)
await transport.output().send_message(message)
message = TransportMessageUrgentFrame(
message={
"event": "start",
"streamSid": stream_sid,
"callSid": call_sid,
"start": {"streamSid": stream_sid, "callSid": call_sid},
}
)
await transport.output().send_message(message)
@audiobuffer.event_handler("on_audio_data")
async def on_audio_data(buffer, audio, sample_rate, num_channels):
await save_audio(client_name, audio, sample_rate, num_channels)
async def end_call():
await asyncio.sleep(duration_secs)
logger.info(f"Client {client_name} finished after {duration_secs} seconds.")
await task.queue_frame(EndFrame())
runner = PipelineRunner()
await asyncio.gather(runner.run(task), end_call())
async def main():
parser = argparse.ArgumentParser(description="Pipecat Twilio Chatbot Client")
parser.add_argument("-u", "--url", type=str, required=True, help="specify the server URL")
parser.add_argument(
"-c", "--clients", type=int, required=True, help="number of concurrent clients"
)
parser.add_argument(
"-d",
"--duration",
type=int,
default=DEFAULT_CLIENT_DURATION,
help=f"duration of each client in seconds (default: {DEFAULT_CLIENT_DURATION})",
)
args, _ = parser.parse_known_args()
clients = []
for i in range(args.clients):
clients.append(asyncio.create_task(run_client(f"client_{i}", args.url, args.duration)))
await asyncio.gather(*clients)
if __name__ == "__main__":
asyncio.run(main())

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# Typescript Client for Server Testing
This typescript client enables manual testing of the server via WebSocket without the need to make actual phone calls.
## Setup
1. Run the bot server. See the [server README](../../README).
2. Navigate to the `client/typescript` directory:
```bash
cd client/typescript
```
3. Install dependencies:
```bash
npm install
```
4. Run the client app:
```
npm run dev
```
5. Visit http://localhost:5173 in your browser.

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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>AI Chatbot</title>
</head>
<body>
<div class="container">
<div class="status-bar">
<div class="status">
Transport: <span id="connection-status">Disconnected</span>
</div>
<div class="controls">
<button id="connect-btn">Connect</button>
<button id="disconnect-btn" disabled>Disconnect</button>
</div>
</div>
<audio id="bot-audio" autoplay></audio>
<div class="debug-panel">
<h3>Debug Info</h3>
<div id="debug-log"></div>
</div>
</div>
<script type="module" src="/src/app.ts"></script>
<link rel="stylesheet" href="/src/style.css">
</body>
</html>

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{
"name": "client",
"version": "1.0.0",
"main": "index.js",
"scripts": {
"dev": "vite",
"build": "tsc && vite build",
"preview": "vite preview"
},
"keywords": [],
"author": "",
"license": "ISC",
"description": "",
"devDependencies": {
"@types/node": "^22.13.1",
"@types/protobufjs": "^6.0.0",
"@vitejs/plugin-react-swc": "^3.7.2",
"typescript": "^5.7.3",
"vite": "^6.0.2"
},
"dependencies": {
"@pipecat-ai/client-js": "^0.4.0",
"@pipecat-ai/websocket-transport": "^0.4.2"
}
}

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/**
* Copyright (c) 20242025, Daily
*
* SPDX-License-Identifier: BSD 2-Clause License
*/
import {
RTVIClient,
RTVIClientOptions,
RTVIEvent,
} from '@pipecat-ai/client-js';
import {
WebSocketTransport,
TwilioSerializer,
} from "@pipecat-ai/websocket-transport";
class WebsocketClientApp {
private static STREAM_SID = "ws_mock_stream_sid"
private static CALL_SID = "ws_mock_call_sid"
private rtviClient: RTVIClient | null = null;
private connectBtn: HTMLButtonElement | null = null;
private disconnectBtn: HTMLButtonElement | null = null;
private statusSpan: HTMLElement | null = null;
private debugLog: HTMLElement | null = null;
private botAudio: HTMLAudioElement;
constructor() {
this.botAudio = document.createElement('audio');
this.botAudio.autoplay = true;
document.body.appendChild(this.botAudio);
this.setupDOMElements();
this.setupEventListeners();
}
/**
* Set up references to DOM elements and create necessary media elements
*/
private setupDOMElements(): void {
this.connectBtn = document.getElementById('connect-btn') as HTMLButtonElement;
this.disconnectBtn = document.getElementById('disconnect-btn') as HTMLButtonElement;
this.statusSpan = document.getElementById('connection-status');
this.debugLog = document.getElementById('debug-log');
}
/**
* Set up event listeners for connect/disconnect buttons
*/
private setupEventListeners(): void {
this.connectBtn?.addEventListener('click', () => this.connect());
this.disconnectBtn?.addEventListener('click', () => this.disconnect());
}
/**
* Add a timestamped message to the debug log
*/
private log(message: string): void {
if (!this.debugLog) return;
const entry = document.createElement('div');
entry.textContent = `${new Date().toISOString()} - ${message}`;
if (message.startsWith('User: ')) {
entry.style.color = '#2196F3';
} else if (message.startsWith('Bot: ')) {
entry.style.color = '#4CAF50';
}
this.debugLog.appendChild(entry);
this.debugLog.scrollTop = this.debugLog.scrollHeight;
console.log(message);
}
/**
* Update the connection status display
*/
private updateStatus(status: string): void {
if (this.statusSpan) {
this.statusSpan.textContent = status;
}
this.log(`Status: ${status}`);
}
private async emulateTwilioMessages() {
const connectedMessage={"event": "connected", "protocol": "Call", "version": "1.0.0"}
const websocketTransport = this.rtviClient?.transport as WebSocketTransport
void websocketTransport?.sendRawMessage(connectedMessage)
const startMessage={"event": "start", "start": {"streamSid": WebsocketClientApp.STREAM_SID, "callSid": WebsocketClientApp.CALL_SID}}
void websocketTransport?.sendRawMessage(startMessage)
}
/**
* Check for available media tracks and set them up if present
* This is called when the bot is ready or when the transport state changes to ready
*/
setupMediaTracks() {
if (!this.rtviClient) return;
const tracks = this.rtviClient.tracks();
if (tracks.bot?.audio) {
this.setupAudioTrack(tracks.bot.audio);
}
}
/**
* Set up listeners for track events (start/stop)
* This handles new tracks being added during the session
*/
setupTrackListeners() {
if (!this.rtviClient) return;
// Listen for new tracks starting
this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => {
// Only handle non-local (bot) tracks
if (!participant?.local && track.kind === 'audio') {
this.setupAudioTrack(track);
}
});
// Listen for tracks stopping
this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => {
this.log(`Track stopped: ${track.kind} from ${participant?.name || 'unknown'}`);
});
}
/**
* Set up an audio track for playback
* Handles both initial setup and track updates
*/
private setupAudioTrack(track: MediaStreamTrack): void {
this.log('Setting up audio track');
if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) {
const oldTrack = this.botAudio.srcObject.getAudioTracks()[0];
if (oldTrack?.id === track.id) return;
}
this.botAudio.srcObject = new MediaStream([track]);
}
/**
* Initialize and connect to the bot
* This sets up the RTVI client, initializes devices, and establishes the connection
*/
public async connect(): Promise<void> {
try {
const startTime = Date.now();
const transport = new WebSocketTransport({
serializer: new TwilioSerializer(),
recorderSampleRate: 8000,
playerSampleRate: 8000
});
const RTVIConfig: RTVIClientOptions = {
transport,
params: {
// The baseURL and endpoint of your bot server that the client will connect to
baseUrl: 'http://localhost:8765',
endpoints: { connect: '/' },
},
enableMic: true,
enableCam: false,
callbacks: {
onConnected: () => {
this.emulateTwilioMessages()
this.updateStatus('Connected');
if (this.connectBtn) this.connectBtn.disabled = true;
if (this.disconnectBtn) this.disconnectBtn.disabled = false;
},
onDisconnected: () => {
this.updateStatus('Disconnected');
if (this.connectBtn) this.connectBtn.disabled = false;
if (this.disconnectBtn) this.disconnectBtn.disabled = true;
this.log('Client disconnected');
},
onBotReady: (data) => {
this.log(`Bot ready: ${JSON.stringify(data)}`);
this.setupMediaTracks();
},
onUserTranscript: (data) => {
if (data.final) {
this.log(`User: ${data.text}`);
}
},
onBotTranscript: (data) => this.log(`Bot: ${data.text}`),
onMessageError: (error) => console.error('Message error:', error),
onError: (error) => console.error('Error:', error),
},
}
// @ts-ignore
RTVIConfig.customConnectHandler = () => Promise.resolve(
{
ws_url: "/ws",
}
);
this.rtviClient = new RTVIClient(RTVIConfig);
this.setupTrackListeners();
this.log('Initializing devices...');
await this.rtviClient.initDevices();
this.log('Connecting to bot...');
await this.rtviClient.connect();
const timeTaken = Date.now() - startTime;
this.log(`Connection complete, timeTaken: ${timeTaken}`);
} catch (error) {
this.log(`Error connecting: ${(error as Error).message}`);
this.updateStatus('Error');
// Clean up if there's an error
if (this.rtviClient) {
try {
await this.rtviClient.disconnect();
} catch (disconnectError) {
this.log(`Error during disconnect: ${disconnectError}`);
}
}
}
}
/**
* Disconnect from the bot and clean up media resources
*/
public async disconnect(): Promise<void> {
if (this.rtviClient) {
try {
await this.rtviClient.disconnect();
this.rtviClient = null;
if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) {
this.botAudio.srcObject.getAudioTracks().forEach((track) => track.stop());
this.botAudio.srcObject = null;
}
} catch (error) {
this.log(`Error disconnecting: ${(error as Error).message}`);
}
}
}
}
declare global {
interface Window {
WebsocketClientApp: typeof WebsocketClientApp;
}
}
window.addEventListener('DOMContentLoaded', () => {
window.WebsocketClientApp = WebsocketClientApp;
new WebsocketClientApp();
});

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body {
margin: 0;
padding: 20px;
font-family: Arial, sans-serif;
background-color: #f0f0f0;
}
.container {
max-width: 1200px;
margin: 0 auto;
}
.status-bar {
display: flex;
justify-content: space-between;
align-items: center;
padding: 10px;
background-color: #fff;
border-radius: 8px;
margin-bottom: 20px;
}
.controls button {
padding: 8px 16px;
margin-left: 10px;
border: none;
border-radius: 4px;
cursor: pointer;
}
#connect-btn {
background-color: #4caf50;
color: white;
}
#disconnect-btn {
background-color: #f44336;
color: white;
}
button:disabled {
opacity: 0.5;
cursor: not-allowed;
}
.main-content {
background-color: #fff;
border-radius: 8px;
padding: 20px;
margin-bottom: 20px;
}
.bot-container {
display: flex;
flex-direction: column;
align-items: center;
}
#bot-video-container {
width: 640px;
height: 360px;
background-color: #e0e0e0;
border-radius: 8px;
margin: 20px auto;
overflow: hidden;
display: flex;
align-items: center;
justify-content: center;
}
#bot-video-container video {
width: 100%;
height: 100%;
object-fit: cover;
}
.debug-panel {
background-color: #fff;
border-radius: 8px;
padding: 20px;
}
.debug-panel h3 {
margin: 0 0 10px 0;
font-size: 16px;
font-weight: bold;
}
#debug-log {
height: 500px;
overflow-y: auto;
background-color: #f8f8f8;
padding: 10px;
border-radius: 4px;
font-family: monospace;
font-size: 12px;
line-height: 1.4;
}

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"strict": true, /* Enable all strict type-checking options. */
// "noImplicitAny": true, /* Enable error reporting for expressions and declarations with an implied 'any' type. */
// "strictNullChecks": true, /* When type checking, take into account 'null' and 'undefined'. */
// "strictFunctionTypes": true, /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */
// "strictBindCallApply": true, /* Check that the arguments for 'bind', 'call', and 'apply' methods match the original function. */
// "strictPropertyInitialization": true, /* Check for class properties that are declared but not set in the constructor. */
// "strictBuiltinIteratorReturn": true, /* Built-in iterators are instantiated with a 'TReturn' type of 'undefined' instead of 'any'. */
// "noImplicitThis": true, /* Enable error reporting when 'this' is given the type 'any'. */
// "useUnknownInCatchVariables": true, /* Default catch clause variables as 'unknown' instead of 'any'. */
// "alwaysStrict": true, /* Ensure 'use strict' is always emitted. */
// "noUnusedLocals": true, /* Enable error reporting when local variables aren't read. */
// "noUnusedParameters": true, /* Raise an error when a function parameter isn't read. */
// "exactOptionalPropertyTypes": true, /* Interpret optional property types as written, rather than adding 'undefined'. */
// "noImplicitReturns": true, /* Enable error reporting for codepaths that do not explicitly return in a function. */
// "noFallthroughCasesInSwitch": true, /* Enable error reporting for fallthrough cases in switch statements. */
// "noUncheckedIndexedAccess": true, /* Add 'undefined' to a type when accessed using an index. */
// "noImplicitOverride": true, /* Ensure overriding members in derived classes are marked with an override modifier. */
// "noPropertyAccessFromIndexSignature": true, /* Enforces using indexed accessors for keys declared using an indexed type. */
// "allowUnusedLabels": true, /* Disable error reporting for unused labels. */
// "allowUnreachableCode": true, /* Disable error reporting for unreachable code. */
/* Completeness */
// "skipDefaultLibCheck": true, /* Skip type checking .d.ts files that are included with TypeScript. */
"skipLibCheck": true /* Skip type checking all .d.ts files. */
}
}

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@@ -0,0 +1,15 @@
import { defineConfig } from 'vite';
import react from '@vitejs/plugin-react-swc';
export default defineConfig({
base: "./", //Use relative paths so it works at any mount path
plugins: [react()],
server: {
proxy: {
'/ws': {
target: 'ws://0.0.0.0:8765', // Replace with your backend URL
changeOrigin: true,
},
},
},
});