docs/production/custom-frontend.md
The fastest way to integrate Parlant into your React application is using our official parlant-chat-react widget. This component provides a complete chat interface that connects directly to your Parlant agents.
Install the widget via npm or yarn:
npm install parlant-chat-react
# or
yarn add parlant-chat-react
Then integrate it into your React application:
import React from 'react';
import ParlantChatbox from 'parlant-chat-react';
function App() {
return (
<div>
<h1>My Application</h1>
<ParlantChatbox
server="http://localhost:8800" // Your Parlant server URL
agentId="your-agent-id" // Your agent's ID
/>
</div>
);
}
export default App;
The widget supports several configuration props:
<ParlantChatbox
// Required props
server="http://localhost:8800"
agentId="your-agent-id"
// Optional props
sessionId="existing-session-id" // Continue existing session
customerId="customer-123" // Associate with specific customer
float={true} // Display as floating popup
titleFn={(session) => `Chat ${session.id}`} // Dynamic title generation
/>
Customize the appearance using CSS class overrides:
<ParlantChatbox
server="http://localhost:8800"
agentId="your-agent-id"
classNames={{
chatboxWrapper: "my-chat-wrapper",
chatbox: "my-chatbox",
messagesArea: "my-messages",
agentMessage: "my-agent-bubble",
customerMessage: "my-customer-bubble",
textarea: "my-input-field",
popupButton: "my-popup-btn"
}}
/>
Replace specific components with your own:
<ParlantChatbox
server="http://localhost:8800"
agentId="your-agent-id"
components={{
popupButton: ({ toggleChatOpen }) => (
<button
onClick={toggleChatOpen}
className="custom-chat-button"
>
💬 Chat with us
</button>
),
agentMessage: ({ message }) => (
<div className="custom-agent-message">
<p>{message.data.message}</p>
</div>
)
}}
/>
Enable popup mode for a floating chat interface:
<ParlantChatbox
server="http://localhost:8800"
agentId="your-agent-id"
float={true}
popupButton={<ChatIcon size={24} color="white" />}
/>
Reference Implementation
The parlant-chat-react widget is open source! You can examine its implementation on GitHub as a reference for creating custom widgets in other UI frameworks like Vue, Angular, or vanilla JavaScript. The source code demonstrates best practices for session management, event handling, and UI state synchronization.
If you need more control than the React widget provides, or you're using a different framework, you can build a custom frontend using Parlant's client APIs directly.
Start by setting up the Parlant client to communicate with your server:
import { ParlantClient } from 'parlant-client';
class ParlantChat {
private client: ParlantClient;
private sessionId: string | null = null;
private lastOffset: number = 0;
constructor(serverUrl: string) {
this.client = new ParlantClient({
environment: serverUrl
});
}
}
import { ParlantClient } from 'parlant-client';
class ParlantChat {
constructor(serverUrl) {
this.client = new ParlantClient({
environment: serverUrl
});
this.sessionId = null;
this.lastOffset = 0;
}
}
Initialize a conversation session with your agent:
async createSession(agentId: string, customerId?: string): Promise<string> {
try {
const session = await this.client.sessions.create({
agentId: agentId,
customerId: customerId,
title: `Chat Session ${new Date().toLocaleString()}`
});
this.sessionId = session.id;
console.log('Session created:', this.sessionId);
// Start monitoring for events
this.startEventMonitoring();
return this.sessionId;
} catch (error) {
console.error('Failed to create session:', error);
throw error;
}
}
async createSession(agentId, customerId) {
try {
const session = await this.client.sessions.create({
agentId: agentId,
customerId: customerId,
title: `Chat Session ${new Date().toLocaleString()}`
});
this.sessionId = session.id;
console.log('Session created:', this.sessionId);
// Start monitoring for events
this.startEventMonitoring();
return this.sessionId;
} catch (error) {
console.error('Failed to create session:', error);
throw error;
}
}
Handle user input and send messages to the agent:
async sendMessage(message: string): Promise<void> {
if (!this.sessionId) {
throw new Error('No active session');
}
try {
await this.client.sessions.createEvent(this.sessionId, {
kind: "message",
source: "customer",
message: message
});
// Message will appear in UI when it comes back from event monitoring
console.log('Message sent:', message);
} catch (error) {
console.error('Failed to send message:', error);
throw error;
}
}
async sendMessage(message) {
if (!this.sessionId) {
throw new Error('No active session');
}
try {
await this.client.sessions.createEvent(this.sessionId, {
kind: "message",
source: "customer",
message: message
});
// Message will appear in UI when it comes back from event monitoring
console.log('Message sent:', message);
} catch (error) {
console.error('Failed to send message:', error);
throw error;
}
}
Implement event monitoring to receive messages and updates:
private async startEventMonitoring(): Promise<void> {
if (!this.sessionId) return;
while (true) {
try {
// Poll for new events with long polling
const events = await this.client.sessions.listEvents(this.sessionId, {
minOffset: this.lastOffset,
waitForData: 30, // Wait up to 30 seconds for new events
kinds: ["message", "status"] // Only get message and status events
});
// Process each event
for (const event of events) {
await this.handleEvent(event);
this.lastOffset = Math.max(this.lastOffset, event.offset + 1);
}
} catch (error) {
console.error('Event monitoring error:', error);
// Wait before retrying
await new Promise(resolve => setTimeout(resolve, 5000));
}
}
}
private async handleEvent(event: any): Promise<void> {
if (event.kind === "message") {
this.displayMessage(event);
} else if (event.kind === "status") {
this.updateStatus(event.data.status);
}
}
async startEventMonitoring() {
if (!this.sessionId) return;
while (true) {
try {
// Poll for new events with long polling
const events = await this.client.sessions.listEvents(this.sessionId, {
minOffset: this.lastOffset,
waitForData: 30, // Wait up to 30 seconds for new events
kinds: ["message", "status"] // Only get message and status events
});
// Process each event
for (const event of events) {
await this.handleEvent(event);
this.lastOffset = Math.max(this.lastOffset, event.offset + 1);
}
} catch (error) {
console.error('Event monitoring error:', error);
// Wait before retrying
await new Promise(resolve => setTimeout(resolve, 5000));
}
}
}
async handleEvent(event) {
if (event.kind === "message") {
this.displayMessage(event);
} else if (event.kind === "status") {
this.updateStatus(event.data.status);
}
}
Implement UI updates based on events from Parlant:
private displayMessage(event: any): void {
const messageElement = document.createElement('div');
messageElement.className = `message ${event.source}`;
// Style based on message source
switch (event.source) {
case 'customer':
messageElement.classList.add('customer-message');
break;
case 'ai_agent':
messageElement.classList.add('agent-message');
break;
case 'human_agent':
messageElement.classList.add('human-agent-message');
const agentName = event.data.participant?.display_name || 'Agent';
messageElement.innerHTML = `
<div class="agent-info">${agentName}</div>
<div class="message-content">${event.data.message}</div>
`;
break;
}
// Add to chat container
const chatContainer = document.getElementById('chat-messages');
if (chatContainer) {
chatContainer.appendChild(messageElement);
chatContainer.scrollTop = chatContainer.scrollHeight;
}
}
private updateStatus(status: string): void {
const statusElement = document.getElementById('chat-status');
if (statusElement) {
switch (status) {
case 'processing':
statusElement.textContent = 'Agent is thinking...';
break;
case 'typing':
statusElement.textContent = 'Agent is typing...';
break;
case 'ready':
statusElement.textContent = '';
break;
}
}
}
displayMessage(event) {
const messageElement = document.createElement('div');
messageElement.className = `message ${event.source}`;
// Style based on message source
switch (event.source) {
case 'customer':
messageElement.classList.add('customer-message');
messageElement.innerHTML = `<div class="message-content">${event.data.message}</div>`;
break;
case 'ai_agent':
messageElement.classList.add('agent-message');
messageElement.innerHTML = `<div class="message-content">${event.data.message}</div>`;
break;
case 'human_agent':
messageElement.classList.add('human-agent-message');
const agentName = event.data.participant?.display_name || 'Agent';
messageElement.innerHTML = `
<div class="agent-info">${agentName}</div>
<div class="message-content">${event.data.message}</div>
`;
break;
}
// Add to chat container
const chatContainer = document.getElementById('chat-messages');
if (chatContainer) {
chatContainer.appendChild(messageElement);
chatContainer.scrollTop = chatContainer.scrollHeight;
}
}
updateStatus(status) {
const statusElement = document.getElementById('chat-status');
if (statusElement) {
switch (status) {
case 'processing':
statusElement.textContent = 'Agent is thinking...';
break;
case 'typing':
statusElement.textContent = 'Agent is typing...';
break;
case 'ready':
statusElement.textContent = '';
break;
}
}
}
Here's a complete HTML page that demonstrates the custom implementation:
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Custom Parlant Chat</title>
<style>
.chat-container {
max-width: 500px;
margin: 50px auto;
border: 1px solid #ddd;
border-radius: 8px;
overflow: hidden;
}
.chat-header {
background: #007bff;
color: white;
padding: 15px;
text-align: center;
}
.chat-messages {
height: 400px;
padding: 15px;
overflow-y: auto;
background: #f8f9fa;
}
.message {
margin: 10px 0;
padding: 10px;
border-radius: 8px;
max-width: 80%;
}
.customer-message {
background: #007bff;
color: white;
margin-left: auto;
text-align: right;
}
.agent-message {
background: white;
border: 1px solid #ddd;
}
.human-agent-message {
background: #28a745;
color: white;
}
.chat-input {
display: flex;
padding: 15px;
background: white;
}
.chat-input input {
flex: 1;
padding: 10px;
border: 1px solid #ddd;
border-radius: 4px;
margin-right: 10px;
}
.chat-input button {
padding: 10px 20px;
background: #007bff;
color: white;
border: none;
border-radius: 4px;
cursor: pointer;
}
#chat-status {
font-style: italic;
color: #666;
padding: 5px 15px;
}
</style>
</head>
<body>
<div class="chat-container">
<div class="chat-header">
<h3>Customer Support Chat</h3>
</div>
<div id="chat-status"></div>
<div id="chat-messages" class="chat-messages"></div>
<div class="chat-input">
<input
type="text"
id="message-input"
placeholder="Type your message..."
onkeypress="handleKeyPress(event)"
/>
<button onclick="sendMessage()">Send</button>
</div>
</div>
<script type="module">
import { ParlantClient } from 'https://unpkg.com/parlant-client@latest/dist/index.js';
// Initialize your custom chat
const chat = new ParlantChat('http://localhost:8800');
// Start chat session
chat.createSession('your-agent-id')
.then(sessionId => {
console.log('Chat ready!', sessionId);
})
.catch(error => {
console.error('Failed to start chat:', error);
});
// Make functions available globally
window.sendMessage = () => chat.sendUserMessage();
window.handleKeyPress = (event) => {
if (event.key === 'Enter') {
chat.sendUserMessage();
}
};
</script>
</body>
</html>
waitForData parameter in listEvents() for efficient real-time updates without constant polling.This approach gives you complete control over the chat experience while leveraging Parlant's powerful agent capabilities. You can adapt this pattern to any frontend framework or vanilla JavaScript implementation.