Master real-time chat application development. Learn WebSocket implementation, JWT authentication, Google SSO, MongoDB for messages, PostgreSQL for structured data, and build a complete chat app with NestJS backend and TanStack Start frontend using best practices.

Real-time communication is essential for modern applications. Users expect instant message delivery, live notifications, and seamless collaboration. Building a chat application requires handling concurrent connections, managing state, ensuring security, and scaling to thousands of users.
In this article, we'll build a production-ready real-time chat application with NestJS backend and TanStack Start frontend. We'll implement WebSocket for real-time messaging, JWT authentication with Google SSO, MongoDB for chat messages, and PostgreSQL for structured data.
The chat application consists of:
npm i -g @nestjs/cli
nest new chat-backend
cd chat-backend
npm install @nestjs/websockets @nestjs/platform-socket.io socket.io
npm install @nestjs/typeorm typeorm pg
npm install @nestjs/mongoose mongoose
npm install @nestjs/jwt @nestjs/passport passport passport-jwt
npm install @nestjs/config dotenv
npm install google-auth-library
npm install class-validator class-transformerimport { Module } from '@nestjs/common';
import { TypeOrmModule } from '@nestjs/typeorm';
import { MongooseModule } from '@nestjs/mongoose';
import { ConfigService } from '@nestjs/config';
@Module({
imports: [
TypeOrmModule.forRootAsync({
inject: [ConfigService],
useFactory: (configService: ConfigService) => ({
type: 'postgres',
host: configService.get('DB_HOST'),
port: configService.get('DB_PORT'),
username: configService.get('DB_USER'),
password: configService.get('DB_PASSWORD'),
database: configService.get('DB_NAME'),
entities: [__dirname + '/../**/*.entity{.ts,.js}'],
synchronize: true,
}),
}),
MongooseModule.forRootAsync({
inject: [ConfigService],
useFactory: (configService: ConfigService) => ({
uri: configService.get('MONGODB_URI'),
}),
}),
],
})
export class DatabaseModule {}import { Entity, PrimaryGeneratedColumn, Column, OneToMany } from 'typeorm';
import { ChatRoom } from './chat-room.entity';
@Entity('users')
export class User {
@PrimaryGeneratedColumn('uuid')
id: string;
@Column({ unique: true })
email: string;
@Column()
username: string;
@Column({ nullable: true })
password: string;
@Column({ nullable: true })
googleId: string;
@Column({ nullable: true })
avatar: string;
@Column({ default: true })
isActive: boolean;
@Column({ type: 'timestamp', default: () => 'CURRENT_TIMESTAMP' })
createdAt: Date;
@OneToMany(() => ChatRoom, (room) => room.creator)
createdRooms: ChatRoom[];
}import { Entity, PrimaryGeneratedColumn, Column, ManyToOne, ManyToMany, JoinTable } from 'typeorm';
import { User } from './user.entity';
@Entity('chat_rooms')
export class ChatRoom {
@PrimaryGeneratedColumn('uuid')
id: string;
@Column()
name: string;
@Column({ nullable: true })
description: string;
@ManyToOne(() => User, (user) => user.createdRooms)
creator: User;
@ManyToMany(() => User)
@JoinTable()
members: User[];
@Column({ default: false })
isPrivate: boolean;
@Column({ type: 'timestamp', default: () => 'CURRENT_TIMESTAMP' })
createdAt: Date;
@Column({ type: 'timestamp', default: () => 'CURRENT_TIMESTAMP' })
updatedAt: Date;
}import { Prop, Schema, SchemaFactory } from '@nestjs/mongoose';
import { Document, Types } from 'mongoose';
@Schema({ timestamps: true })
export class Message extends Document {
@Prop({ required: true })
roomId: string;
@Prop({ required: true })
userId: string;
@Prop({ required: true })
username: string;
@Prop({ required: true })
content: string;
@Prop({ nullable: true })
avatar: string;
@Prop({ default: 'text', enum: ['text', 'image', 'file'] })
type: string;
@Prop({ nullable: true })
fileUrl: string;
@Prop({ default: false })
isEdited: boolean;
@Prop({ nullable: true })
editedAt: Date;
createdAt: Date;
updatedAt: Date;
}
export const MessageSchema = SchemaFactory.createForClass(Message);import { Injectable, UnauthorizedException } from '@nestjs/common';
import { JwtService } from '@nestjs/jwt';
import { InjectRepository } from '@nestjs/typeorm';
import { Repository } from 'typeorm';
import { User } from '../entities/user.entity';
import * as bcrypt from 'bcryptjs';
import { OAuth2Client } from 'google-auth-library';
@Injectable()
export class AuthService {
private googleClient: OAuth2Client;
constructor(
@InjectRepository(User)
private userRepository: Repository<User>,
private jwtService: JwtService,
) {
this.googleClient = new OAuth2Client(process.env.GOOGLE_CLIENT_ID);
}
async register(email: string, username: string, password: string) {
const existingUser = await this.userRepository.findOne({ where: { email } });
if (existingUser) {
throw new UnauthorizedException('Email already registered');
}
const hashedPassword = await bcrypt.hash(password, 10);
const user = this.userRepository.create({
email,
username,
password: hashedPassword,
});
await this.userRepository.save(user);
return this.generateToken(user);
}
async login(email: string, password: string) {
const user = await this.userRepository.findOne({ where: { email } });
if (!user || !user.password) {
throw new UnauthorizedException('Invalid credentials');
}
const isPasswordValid = await bcrypt.compare(password, user.password);
if (!isPasswordValid) {
throw new UnauthorizedException('Invalid credentials');
}
return this.generateToken(user);
}
async googleLogin(token: string) {
try {
const ticket = await this.googleClient.verifyIdToken({
idToken: token,
audience: process.env.GOOGLE_CLIENT_ID,
});
const payload = ticket.getPayload();
let user = await this.userRepository.findOne({
where: { googleId: payload.sub },
});
if (!user) {
user = this.userRepository.create({
email: payload.email,
username: payload.name,
googleId: payload.sub,
avatar: payload.picture,
});
await this.userRepository.save(user);
}
return this.generateToken(user);
} catch (error) {
throw new UnauthorizedException('Invalid Google token');
}
}
private generateToken(user: User) {
const payload = { sub: user.id, email: user.email, username: user.username };
return {
access_token: this.jwtService.sign(payload),
user: { id: user.id, email: user.email, username: user.username },
};
}
async validateToken(token: string) {
try {
return this.jwtService.verify(token);
} catch (error) {
throw new UnauthorizedException('Invalid token');
}
}
}import {
WebSocketGateway,
WebSocketServer,
SubscribeMessage,
OnGatewayConnection,
OnGatewayDisconnect,
} from '@nestjs/websockets';
import { Server, Socket } from 'socket.io';
import { ChatService } from './chat.service';
import { AuthService } from '../auth/auth.service';
@WebSocketGateway({
cors: { origin: process.env.FRONTEND_URL },
namespace: '/chat',
})
export class ChatGateway implements OnGatewayConnection, OnGatewayDisconnect {
@WebSocketServer()
server: Server;
private userSockets = new Map<string, string>();
constructor(
private chatService: ChatService,
private authService: AuthService,
) {}
async handleConnection(client: Socket) {
try {
const token = client.handshake.auth.token;
const payload = await this.authService.validateToken(token);
client.data.userId = payload.sub;
client.data.username = payload.username;
this.userSockets.set(payload.sub, client.id);
this.server.emit('user-online', {
userId: payload.sub,
username: payload.username,
});
} catch (error) {
client.disconnect();
}
}
handleDisconnect(client: Socket) {
const userId = client.data.userId;
if (userId) {
this.userSockets.delete(userId);
this.server.emit('user-offline', { userId });
}
}
@SubscribeMessage('join-room')
async handleJoinRoom(client: Socket, data: { roomId: string }) {
client.join(data.roomId);
const messages = await this.chatService.getMessages(data.roomId, 0, 50);
client.emit('room-messages', messages);
this.server.to(data.roomId).emit('user-joined', {
userId: client.data.userId,
username: client.data.username,
});
}
@SubscribeMessage('send-message')
async handleSendMessage(
client: Socket,
data: { roomId: string; content: string },
) {
const message = await this.chatService.createMessage({
roomId: data.roomId,
userId: client.data.userId,
username: client.data.username,
content: data.content,
});
this.server.to(data.roomId).emit('new-message', message);
}
@SubscribeMessage('typing')
handleTyping(client: Socket, data: { roomId: string }) {
this.server.to(data.roomId).emit('user-typing', {
userId: client.data.userId,
username: client.data.username,
});
}
@SubscribeMessage('stop-typing')
handleStopTyping(client: Socket, data: { roomId: string }) {
this.server.to(data.roomId).emit('user-stop-typing', {
userId: client.data.userId,
});
}
}import { Injectable } from '@nestjs/common';
import { InjectModel } from '@nestjs/mongoose';
import { Model } from 'mongoose';
import { InjectRepository } from '@nestjs/typeorm';
import { Repository } from 'typeorm';
import { Message } from '../schemas/message.schema';
import { ChatRoom } from '../entities/chat-room.entity';
@Injectable()
export class ChatService {
constructor(
@InjectModel(Message.name)
private messageModel: Model<Message>,
@InjectRepository(ChatRoom)
private chatRoomRepository: Repository<ChatRoom>,
) {}
async createMessage(data: {
roomId: string;
userId: string;
username: string;
content: string;
}) {
const message = new this.messageModel(data);
return message.save();
}
async getMessages(roomId: string, skip: number, limit: number) {
return this.messageModel
.find({ roomId })
.sort({ createdAt: -1 })
.skip(skip)
.limit(limit)
.lean();
}
async createRoom(data: {
name: string;
description?: string;
creatorId: string;
isPrivate: boolean;
}) {
const room = this.chatRoomRepository.create({
name: data.name,
description: data.description,
creator: { id: data.creatorId } as any,
isPrivate: data.isPrivate,
});
return this.chatRoomRepository.save(room);
}
async getRooms(userId: string) {
return this.chatRoomRepository
.createQueryBuilder('room')
.leftJoinAndSelect('room.members', 'members')
.where('room.creatorId = :userId OR members.id = :userId', { userId })
.getMany();
}
async joinRoom(roomId: string, userId: string) {
const room = await this.chatRoomRepository.findOne({
where: { id: roomId },
relations: ['members'],
});
if (!room.members.find((m) => m.id === userId)) {
room.members.push({ id: userId } as any);
await this.chatRoomRepository.save(room);
}
return room;
}
}import { Controller, Post, Body } from '@nestjs/common';
import { AuthService } from './auth.service';
@Controller('auth')
export class AuthController {
constructor(private authService: AuthService) {}
@Post('register')
async register(
@Body() body: { email: string; username: string; password: string },
) {
return this.authService.register(body.email, body.username, body.password);
}
@Post('login')
async login(@Body() body: { email: string; password: string }) {
return this.authService.login(body.email, body.password);
}
@Post('google-login')
async googleLogin(@Body() body: { token: string }) {
return this.authService.googleLogin(body.token);
}
}import { Controller, Post, Get, Body, Param, UseGuards } from '@nestjs/common';
import { ChatService } from './chat.service';
import { JwtAuthGuard } from '../auth/jwt-auth.guard';
import { CurrentUser } from '../auth/current-user.decorator';
@Controller('chat')
@UseGuards(JwtAuthGuard)
export class ChatController {
constructor(private chatService: ChatService) {}
@Post('rooms')
async createRoom(
@Body() body: { name: string; description?: string; isPrivate: boolean },
@CurrentUser() user: any,
) {
return this.chatService.createRoom({
...body,
creatorId: user.sub,
});
}
@Get('rooms')
async getRooms(@CurrentUser() user: any) {
return this.chatService.getRooms(user.sub);
}
@Post('rooms/:roomId/join')
async joinRoom(
@Param('roomId') roomId: string,
@CurrentUser() user: any,
) {
return this.chatService.joinRoom(roomId, user.sub);
}
@Get('rooms/:roomId/messages')
async getMessages(
@Param('roomId') roomId: string,
) {
return this.chatService.getMessages(roomId, 0, 50);
}
}import { Module } from '@nestjs/common';
import { ConfigModule } from '@nestjs/config';
import { DatabaseModule } from './database/database.module';
import { AuthModule } from './auth/auth.module';
import { ChatModule } from './chat/chat.module';
@Module({
imports: [
ConfigModule.forRoot({ isGlobal: true }),
DatabaseModule,
AuthModule,
ChatModule,
],
})
export class AppModule {}version: '3.8'
services:
postgres:
image: postgres:15
environment:
POSTGRES_USER: chat_user
POSTGRES_PASSWORD: password
POSTGRES_DB: chat_db
ports:
- "5432:5432"
volumes:
- postgres_data:/var/lib/postgresql/data
mongodb:
image: mongo:7.0
ports:
- "27017:27017"
volumes:
- mongodb_data:/data/db
backend:
build: ./chat-backend
ports:
- "3000:3000"
environment:
DB_HOST: postgres
DB_PORT: 5432
DB_USER: chat_user
DB_PASSWORD: password
DB_NAME: chat_db
MONGODB_URI: mongodb://mongodb:27017/chat
JWT_SECRET: your-secret-key
GOOGLE_CLIENT_ID: your-google-client-id
FRONTEND_URL: http://localhost:5173
depends_on:
- postgres
- mongodb
volumes:
postgres_data:
mongodb_data:npm create @tanstack/start@latest chat-frontend
cd chat-frontend
npm install socket.io-client zustand axios
npm install @react-oauth/google
npm install zustandimport { create } from 'zustand';
import { io, Socket } from 'socket.io-client';
interface Message {
_id: string;
roomId: string;
userId: string;
username: string;
content: string;
createdAt: Date;
}
interface ChatRoom {
id: string;
name: string;
description?: string;
members: any[];
}
interface ChatStore {
socket: Socket | null;
user: any | null;
rooms: ChatRoom[];
currentRoom: ChatRoom | null;
messages: Message[];
typingUsers: Set<string>;
onlineUsers: Set<string>;
setUser: (user: any) => void;
setRooms: (rooms: ChatRoom[]) => void;
setCurrentRoom: (room: ChatRoom) => void;
addMessage: (message: Message) => void;
setMessages: (messages: Message[]) => void;
addTypingUser: (userId: string, username: string) => void;
removeTypingUser: (userId: string) => void;
addOnlineUser: (userId: string) => void;
removeOnlineUser: (userId: string) => void;
initSocket: (token: string) => void;
joinRoom: (roomId: string) => void;
sendMessage: (content: string) => void;
createRoom: (name: string, description?: string) => void;
}
export const useChatStore = create<ChatStore>((set, get) => ({
socket: null,
user: null,
rooms: [],
currentRoom: null,
messages: [],
typingUsers: new Set(),
onlineUsers: new Set(),
setUser: (user) => set({ user }),
setRooms: (rooms) => set({ rooms }),
setCurrentRoom: (room) => set({ currentRoom: room }),
addMessage: (message) =>
set((state) => ({ messages: [...state.messages, message] })),
setMessages: (messages) => set({ messages }),
addTypingUser: (userId, username) =>
set((state) => ({
typingUsers: new Set([...state.typingUsers, `${userId}:${username}`]),
})),
removeTypingUser: (userId) =>
set((state) => {
const newSet = new Set(state.typingUsers);
newSet.forEach((item) => {
if (item.startsWith(userId)) newSet.delete(item);
});
return { typingUsers: newSet };
}),
addOnlineUser: (userId) =>
set((state) => ({ onlineUsers: new Set([...state.onlineUsers, userId]) })),
removeOnlineUser: (userId) =>
set((state) => {
const newSet = new Set(state.onlineUsers);
newSet.delete(userId);
return { onlineUsers: newSet };
}),
initSocket: (token) => {
const socket = io(import.meta.env.VITE_API_URL, {
auth: { token },
namespace: '/chat',
});
socket.on('new-message', (message) => {
get().addMessage(message);
});
socket.on('user-typing', ({ userId, username }) => {
get().addTypingUser(userId, username);
});
socket.on('user-stop-typing', ({ userId }) => {
get().removeTypingUser(userId);
});
socket.on('user-online', ({ userId }) => {
get().addOnlineUser(userId);
});
socket.on('user-offline', ({ userId }) => {
get().removeOnlineUser(userId);
});
socket.on('room-messages', (messages) => {
get().setMessages(messages);
});
set({ socket });
},
joinRoom: (roomId) => {
const socket = get().socket;
if (socket) {
socket.emit('join-room', { roomId });
}
},
sendMessage: (content) => {
const socket = get().socket;
const currentRoom = get().currentRoom;
if (socket && currentRoom) {
socket.emit('send-message', {
roomId: currentRoom.id,
content,
});
}
},
createRoom: (name, description) => {
// API call to create room
},
}));import { createContext, useContext, useEffect, useState } from 'react';
import { useGoogleLogin } from '@react-oauth/google';
import axios from 'axios';
interface AuthContextType {
user: any | null;
token: string | null;
login: (email: string, password: string) => Promise<void>;
register: (email: string, username: string, password: string) => Promise<void>;
googleLogin: () => void;
logout: () => void;
}
const AuthContext = createContext<AuthContextType | undefined>(undefined);
export const AuthProvider = ({ children }: { children: React.ReactNode }) => {
const [user, setUser] = useState(null);
const [token, setToken] = useState(localStorage.getItem('token'));
const login = async (email: string, password: string) => {
const response = await axios.post(
`${import.meta.env.VITE_API_URL}/auth/login`,
{ email, password }
);
setToken(response.data.access_token);
setUser(response.data.user);
localStorage.setItem('token', response.data.access_token);
};
const register = async (
email: string,
username: string,
password: string
) => {
const response = await axios.post(
`${import.meta.env.VITE_API_URL}/auth/register`,
{ email, username, password }
);
setToken(response.data.access_token);
setUser(response.data.user);
localStorage.setItem('token', response.data.access_token);
};
const googleLogin = useGoogleLogin({
onSuccess: async (codeResponse) => {
const response = await axios.post(
`${import.meta.env.VITE_API_URL}/auth/google-login`,
{ token: codeResponse.access_token }
);
setToken(response.data.access_token);
setUser(response.data.user);
localStorage.setItem('token', response.data.access_token);
},
});
const logout = () => {
setUser(null);
setToken(null);
localStorage.removeItem('token');
};
return (
<AuthContext.Provider value={{ user, token, login, register, googleLogin, logout }}>
{children}
</AuthContext.Provider>
);
};
export const useAuth = () => {
const context = useContext(AuthContext);
if (!context) {
throw new Error('useAuth must be used within AuthProvider');
}
return context;
};import { useEffect, useState } from 'react';
import { useChatStore } from '../store/chatStore';
import { useAuth } from './AuthProvider';
export const ChatRoom = () => {
const { user } = useAuth();
const {
currentRoom,
messages,
typingUsers,
sendMessage,
joinRoom,
socket,
} = useChatStore();
const [input, setInput] = useState('');
const [isTyping, setIsTyping] = useState(false);
useEffect(() => {
if (currentRoom && socket) {
joinRoom(currentRoom.id);
}
}, [currentRoom, socket]);
const handleSendMessage = () => {
if (input.trim()) {
sendMessage(input);
setInput('');
setIsTyping(false);
if (socket) {
socket.emit('stop-typing', { roomId: currentRoom?.id });
}
}
};
const handleInputChange = (e: React.ChangeEvent<HTMLInputElement>) => {
setInput(e.target.value);
if (!isTyping && socket) {
setIsTyping(true);
socket.emit('typing', { roomId: currentRoom?.id });
}
};
if (!currentRoom) {
return <div>Select a room to start chatting</div>;
}
return (
<div className="flex flex-col h-full">
<div className="flex-1 overflow-y-auto p-4">
{messages.map((msg) => (
<div
key={msg._id}
className={`mb-4 ${msg.userId === user?.id ? 'text-right' : ''}`}
>
<div className="font-semibold text-sm">{msg.username}</div>
<div
className={`inline-block p-2 rounded ${
msg.userId === user?.id
? 'bg-blue-500 text-white'
: 'bg-gray-200'
}`}
>
{msg.content}
</div>
<div className="text-xs text-gray-500">
{new Date(msg.createdAt).toLocaleTimeString()}
</div>
</div>
))}
{typingUsers.size > 0 && (
<div className="text-sm text-gray-500 italic">
{Array.from(typingUsers)
.map((u) => u.split(':')[1])
.join(', ')} is typing...
</div>
)}
</div>
<div className="border-t p-4 flex gap-2">
<input
type="text"
value={input}
onChange={handleInputChange}
onKeyPress={(e) => e.key === 'Enter' && handleSendMessage()}
placeholder="Type a message..."
className="flex-1 border rounded px-3 py-2"
/>
<button
onClick={handleSendMessage}
className="bg-blue-500 text-white px-4 py-2 rounded"
>
Send
</button>
</div>
</div>
);
};import { useEffect } from 'react';
import { useChatStore } from '../store/chatStore';
import { useAuth } from './AuthProvider';
import axios from 'axios';
export const RoomList = () => {
const { token } = useAuth();
const { rooms, setRooms, setCurrentRoom, currentRoom } = useChatStore();
useEffect(() => {
const fetchRooms = async () => {
const response = await axios.get(
`${import.meta.env.VITE_API_URL}/chat/rooms`,
{
headers: { Authorization: `Bearer ${token}` },
}
);
setRooms(response.data);
};
if (token) {
fetchRooms();
}
}, [token]);
return (
<div className="w-64 border-r p-4">
<h2 className="font-bold mb-4">Rooms</h2>
<div className="space-y-2">
{rooms.map((room) => (
<button
key={room.id}
onClick={() => setCurrentRoom(room)}
className={`w-full text-left p-2 rounded ${
currentRoom?.id === room.id
? 'bg-blue-500 text-white'
: 'hover:bg-gray-100'
}`}
>
{room.name}
</button>
))}
</div>
</div>
);
};import { createRootRoute, Outlet } from '@tanstack/react-router';
import { GoogleOAuthProvider } from '@react-oauth/google';
import { AuthProvider } from '../components/AuthProvider';
import { RoomList } from '../components/RoomList';
import { ChatRoom } from '../components/ChatRoom';
import { useAuth } from '../components/AuthProvider';
import { useChatStore } from '../store/chatStore';
import { useEffect } from 'react';
function RootComponent() {
const { token, user } = useAuth();
const { initSocket } = useChatStore();
useEffect(() => {
if (token) {
initSocket(token);
}
}, [token]);
if (!token) {
return <Outlet />;
}
return (
<div className="flex h-screen">
<RoomList />
<div className="flex-1">
<ChatRoom />
</div>
</div>
);
}
export const Route = createRootRoute({
component: () => (
<GoogleOAuthProvider clientId={import.meta.env.VITE_GOOGLE_CLIENT_ID}>
<AuthProvider>
<RootComponent />
</AuthProvider>
</GoogleOAuthProvider>
),
});// ✅ Validate JWT tokens
// ✅ Use HTTPS in production
// ✅ Implement rate limiting
// ✅ Sanitize user input
// ✅ Use secure WebSocket (WSS)
// ✅ Implement CORS properly// ✅ Paginate messages
// ✅ Use message caching
// ✅ Implement connection pooling
// ✅ Use compression
// ✅ Optimize database queries
// ✅ Implement lazy loading// ✅ Use Redis for session management
// ✅ Implement horizontal scaling
// ✅ Use message queues (RabbitMQ, Kafka)
// ✅ Separate read/write databases
// ✅ Implement load balancing
// ✅ Use CDN for static assets// ✅ Implement typing indicators
// ✅ Show online/offline status
// ✅ Implement message read receipts
// ✅ Handle connection reconnection
// ✅ Implement message delivery confirmation
// ✅ Handle network failures gracefully// ✅ Index frequently queried fields
// ✅ Use TTL for temporary data
// ✅ Archive old messages
// ✅ Implement data retention policies
// ✅ Use transactions for consistency
// ✅ Monitor database performance// ❌ Wrong - no reconnection logic
socket.on('disconnect', () => {
console.log('Disconnected');
});
// ✅ Correct - implement reconnection
socket.on('disconnect', () => {
setTimeout(() => {
socket.connect();
}, 5000);
});// ❌ Wrong - storing password
localStorage.setItem('password', password);
// ✅ Correct - only store token
localStorage.setItem('token', token);// ❌ Wrong - no validation
socket.on('send-message', (data) => {
saveMessage(data);
});
// ✅ Correct - validate input
socket.on('send-message', (data) => {
if (data.content && data.content.trim().length > 0) {
saveMessage(data);
}
});// ❌ Wrong - load all messages
const messages = await Message.find({ roomId });
// ✅ Correct - paginate messages
const messages = await Message.find({ roomId })
.sort({ createdAt: -1 })
.limit(50)
.skip(page * 50);// ❌ Wrong - race condition
user.messageCount++;
await user.save();
// ✅ Correct - atomic operation
await User.updateOne(
{ id: userId },
{ $inc: { messageCount: 1 } }
);# Build images
docker-compose build
# Start services
docker-compose up -d
# View logs
docker-compose logs -f
# Stop services
docker-compose downBuilding a real-time chat application requires careful consideration of security, performance, and scalability. By following best practices and using the right technologies, you can build a robust chat system that handles thousands of concurrent users.
Key takeaways:
Next steps:
Real-time chat applications are complex but rewarding to build. Master these concepts, and you'll be able to build scalable, secure communication platforms.