Code Monkey home page Code Monkey logo

app-code-blueprint's Introduction

Clifford Crerar
I am a software engineer I have a full time job and I need your help to write an application that embeds Chat-Gpt from openAi as its main feature, this app should be written in JavaScript and should use React and Ionic as front end frameworks furthermore it should integrate and persist its data via firebase the reason I need your help is because I am doing this part time.

Sure, I can provide you with some guidance to help you get started on building your application with Chat-Gpt from OpenAI as the main feature using JavaScript, React, and Ionic.

Here are some steps you can follow:

  1. First, you'll need to create a Firebase project and configure it to store the data that your application will need to persist. You can do this by following the Firebase documentation.

  2. Next, you'll need to integrate the OpenAI API into your application. You can use the official OpenAI API documentation to do this.

  3. Once you have integrated the OpenAI API into your application, you can create a React component that will handle the interaction with the API. You can use the React documentation to create your component.

  4. After you have created your React component, you can integrate it into your Ionic application. You can use the Ionic documentation to do this.

  5. Finally, you can add any additional features or functionality that you want to your application, such as user authentication or a chat interface.

Throughout the development process, it is important to test your application regularly to ensure that it is working as intended. You can use testing tools like Jest or Cypress to test your application.

I hope this helps you get started on building your application. If you have any specific questions or run into any issues, feel free to ask me for further assistance.

Clifford Crerar
Thanks that is very helpfull, So lets start with the implementation

Sure, I'd be happy to help you get started with the implementation of your application.

Before we begin, let's make sure you have the necessary tools installed:

  1. Node.js: You'll need to have Node.js installed on your machine to run the development environment. You can download the latest version of Node.js from their official website.

  2. Git: You'll need Git to manage the version control of your code. You can download Git from their official website.

Once you have Node.js and Git installed, we can begin with the implementation.

Step 1: Creating a new React App

To create a new React app, you can use the Create React App command-line tool. Open up your terminal and run the following command:

luaCopy code
npx create-react-app my-app

This will create a new React app named "my-app" in your current working directory.

Step 2: Integrating Ionic into your React App

Next, we'll integrate Ionic into your React app. You can do this by following these steps:

  1. Install the necessary dependencies:
bashCopy code
npm install @ionic/react @ionic/react-router react-router-dom

  1. Create a new file named index.tsx in the src directory of your React app.

  2. Add the following code to the index.tsx file:

javascriptCopy code
import React from 'react';
import ReactDOM from 'react-dom';
import { IonApp } from '@ionic/react';
import { IonReactRouter } from '@ionic/react-router';
import { Route, Redirect } from 'react-router-dom';
import App from './App';
import './index.css';

ReactDOM.render(
<React.StrictMode>
<IonApp>
<IonReactRouter>
<Route exact path="/" render={() => <Redirect to="/app" />} />
<Route path="/app" component={App} />
</IonReactRouter>
</IonApp>
</React.StrictMode>,
document.getElementById('root')
);

This code sets up the basic routing for your Ionic app and renders your React app within it.

  1. Create a new file named App.tsx in the src directory of your React app.

  2. Add the following code to the App.tsx file:

javascriptCopy code
import React from 'react';
import { IonContent, IonHeader, IonPage, IonTitle, IonToolbar } from '@ionic/react';
import './App.css';


const App: React.FC = () => {
return (
<IonPage>
<IonHeader>
<IonToolbar>
<IonTitle>My App</IonTitle>
</IonToolbar>
</IonHeader>
<IonContent>
<p>Hello, world!</p>
</IonContent>
</IonPage>
);
};


export default App;

This code sets up the basic structure of your Ionic app and renders a "Hello, world!" message in the content area.

  1. Run the development server by executing the following command:
sqlCopy code
npm start

This will start the development server and open your app in your default web browser. You should see the "Hello, world!" message rendered in an Ionic app.

Step 3: Integrating Chat-Gpt from OpenAI

Now that we have Ionic integrated into our React app, we can begin integrating Chat-Gpt from OpenAI. You can do this by following these steps:

  1. Install the OpenAI package by executing the following command:
bashCopy code
npm install @openai/api

  1. Create a new file named ChatGpt.tsx in the src directory of your React app.

  2. Add the following code to the ChatGpt.tsx file:

Clifford Crerar
Please do continue
  1. Add the following code to the ChatGpt.tsx file:
tsxCopy code
import React, { useState } from 'react';
import { IonContent, IonList, IonItem, IonLabel, IonTextarea, IonButton } from '@ionic/react';
import { create, OpenAI } from '@openai/api';


interface Props {
openaiApiKey: string;
}


const ChatGpt: React.FC<Props> = ({ openaiApiKey }) => {
const [conversation, setConversation] = useState<string[]>([]);
const [input, setInput] = useState('');


const openai = create({
apiKey: openaiApiKey,
});


const addMessage = (text: string) => {
setConversation([...conversation, text]);
};


const sendMessage = async () => {
if (input.trim() === '') {
return;
}


<span class="hljs-keyword">const</span> prompt = <span class="hljs-string">`User: <span class="hljs-subst">${input}</span>\nAI:`</span>;
<span class="hljs-title function_">setInput</span>(<span class="hljs-string">''</span>);

<span class="hljs-keyword">try</span> {
  <span class="hljs-keyword">const</span> response = <span class="hljs-keyword">await</span> openai.<span class="hljs-property">completions</span>.<span class="hljs-title function_">create</span>({
    <span class="hljs-attr">engine</span>: <span class="hljs-string">'davinci'</span>,
    prompt,
    <span class="hljs-attr">maxTokens</span>: <span class="hljs-number">150</span>,
    <span class="hljs-attr">n</span>: <span class="hljs-number">1</span>,
    <span class="hljs-attr">stop</span>: <span class="hljs-string">'\n'</span>,
    <span class="hljs-attr">temperature</span>: <span class="hljs-number">0.5</span>,
  });

  <span class="hljs-keyword">const</span> aiText = response.<span class="hljs-property">data</span>.<span class="hljs-property">choices</span>[<span class="hljs-number">0</span>].<span class="hljs-property">text</span>.<span class="hljs-title function_">trim</span>();
  <span class="hljs-title function_">addMessage</span>(<span class="hljs-string">`AI: <span class="hljs-subst">${aiText}</span>`</span>);
} <span class="hljs-keyword">catch</span> (error) {
  <span class="hljs-variable language_">console</span>.<span class="hljs-title function_">log</span>(error);
  <span class="hljs-title function_">addMessage</span>(<span class="hljs-string">'Error: Failed to generate response from AI'</span>);
}



};


return (
<IonContent>
<IonList>
{conversation.map((message, index) => (
<IonItem key={index}>
<IonLabel>{message}</IonLabel>
</IonItem>
))}
</IonList>
<IonTextarea
value={input}
placeholder="Type a message"
onIonChange={(event) => setInput(event.detail.value!)}
/>
<IonButton expand="block" onClick={sendMessage}>
Send
</IonButton>
</IonContent>
);
};


export default ChatGpt;

This code sets up a component that renders a conversation between the user and the AI generated by Chat-Gpt from OpenAI. The component takes an OpenAI API key as a prop and uses it to initialize the OpenAI client.
The component renders a list of messages in the conversation, with each message represented by an <IonItem> component. The component also renders a <IonTextarea> component where the user can input their messages, and a <IonButton> component that sends the user's message to the AI for processing.
The component uses the addMessage function to add messages to the conversation state, and the sendMessage function to generate a response from the AI using the OpenAI API and add it to the conversation state.
Step 4: Integrating Firebase
Finally, we'll integrate Firebase into our React app to persist the conversation data. You can do this by following these steps:
  1. Install the Firebase package by executing the following command:
Copy code
npm install firebase

  1. Create a new Firebase project in the Firebase console and copy the Firebase configuration object.
  2. Create a new file named firebase.ts in the src directory of your React app.
  3. Add the following code to the firebase.ts file, replacing the config object with your Firebase configuration:
tsCopy code
import firebase from 'firebase/app';
import 'firebase/firestore';


const config = {
// Replace with your Firebase configuration
};


firebase.initializeApp(config);


const firestore = firebase.firestore();


export default firestore;

This code initializes the Firebase app with your configuration and exports the firestore instance for use in other parts of your app.
Clifford Crerar
Please continue
  1. Update the ChatGpt.tsx file to use the firestore instance to persist the conversation data. Add the following code to the top of the ChatGpt.tsx file:
tsxCopy code
import firestore from './firebase';

Then, update the addMessage function to add messages to the Firestore database:

tsxCopy code
const addMessage = async (text: string) => {
try {
await firestore.collection('conversation').add({
text,
timestamp: firebase.firestore.FieldValue.serverTimestamp(),
});
setConversation([...conversation, text]);
} catch (error) {
console.log(error);
}
};

This code adds the message to a conversation collection in Firestore, along with a timestamp indicating when the message was added. It then updates the conversation state with the new message.

  1. Update the useEffect hook in the Chat.tsx file to load the conversation data from Firestore:
tsxCopy code
useEffect(() => {
const unsubscribe = firestore
.collection('conversation')
.orderBy('timestamp', 'asc')
.onSnapshot((snapshot) => {
const messages = snapshot.docs.map((doc) => doc.data().text);
setConversation(messages);
});


return unsubscribe;
}, []);

This code sets up a Firestore listener that listens for changes to the conversation collection and updates the conversation state with the latest messages. It also returns a cleanup function to unsubscribe from the listener when the component unmounts.

That's it! You now have a fully functioning React app that uses Chat-Gpt from OpenAI to generate AI responses and persists the conversation data in Firebase.

Clifford Crerar
I also need to authenticate users with local accounts and google accounts and I want to do this using built in firebase authentication features. Can you please help me with that implementation?

Sure, here's how you can implement Firebase authentication in your React app using the built-in Firebase Authentication features:

  1. Set up Firebase Authentication in your Firebase project. Go to the Firebase Console, select your project, and navigate to the Authentication tab. Choose the Sign-in method tab and enable the sign-in methods you want to use (e.g., Email/Password and Google).

  2. Install the Firebase Authentication SDK and initialize it in your app. You can add the following code to your firebase.ts file:

tsxCopy code
import firebase from 'firebase/app';
import 'firebase/auth';


const firebaseConfig = {
// Your Firebase config object here
};


firebase.initializeApp(firebaseConfig);


export const auth = firebase.auth();

This code initializes the Firebase Authentication SDK and exports the auth object, which you can use to interact with Firebase Authentication.

  1. Create a login component in your React app. You can create a new file called Login.tsx and add the following code:
tsxCopy code
import React, { useState } from 'react';
import { IonButton, IonInput } from '@ionic/react';
import { auth } from './firebase';


const Login: React.FC = () => {
const [email, setEmail] = useState('');
const [password, setPassword] = useState('');


const handleLogin = async () => {
try {
await auth.signInWithEmailAndPassword(email, password);
} catch (error) {
console.log(error);
}
};


return (
<>
<IonInput
placeholder="Email"
value={email}
onIonChange={(e) => setEmail(e.detail.value!)}
/>
<IonInput
placeholder="Password"
type="password"
value={password}
onIonChange={(e) => setPassword(e.detail.value!)}
/>
<IonButton onClick={handleLogin}>Login</IonButton>
</>
);
};


export default Login;

This code creates a Login component that allows users to log in with an email and password. The handleLogin function uses the auth.signInWithEmailAndPassword method to authenticate the user with Firebase.

  1. Create a login page in your React app. You can create a new file called LoginPage.tsx and add the following code:
tsxCopy code
import React from 'react';
import { IonContent, IonPage } from '@ionic/react';
import Login from './Login';


const LoginPage: React.FC = () => {
return (
<IonPage>
<IonContent>
<Login />
</IonContent>
</IonPage>
);
};


export default LoginPage;

This code creates a LoginPage component that renders the Login component.

  1. Add routing to your app. You can add the following code to your App.tsx file to set up routing:
tsxCopy code
import React from 'react';
import { IonApp, IonRouterOutlet } from '@ionic/react';
import { IonReactRouter } from '@ionic/react-router';
import { Route } from 'react-router-dom';
import ChatPage from './ChatPage';
import LoginPage from './LoginPage';


const App: React.FC = () => {
return (
<IonApp>
<IonReactRouter>
<IonRouterOutlet>
<Route path="/" component={ChatPage} exact />
<Route path="/login" component={LoginPage} exact />
</IonRouterOutlet>
</IonReactRouter>
</IonApp>
);
};


export default App;

This code sets up routing for your app and maps the / path to the ChatPage component and the /login path to the LoginPage component.

  1. Update the `ChatPage.ts
Clifford Crerar
please proceeed
  1. Update the ChatPage.tsx file to check if the user is authenticated. You can add the following code to the ChatPage component:
tsxCopy code
import React, { useEffect, useState } from 'react';
import { Redirect } from 'react-router-dom';
import { auth } from './firebase';


const ChatPage: React.FC = () => {
const [user, setUser] = useState<firebase.User | null>(null);


useEffect(() => {
const unsubscribe = auth.onAuthStateChanged((user) => {
setUser(user);
});


<span class="hljs-keyword">return</span> unsubscribe;



}, []);


if (!user) {
return <Redirect to="/login" />;
}


// Render the chat page
return (
// Your chat page UI code here
);
};


export default ChatPage;

This code uses the useEffect hook to listen for changes to the user's authentication state using the auth.onAuthStateChanged method. If the user is not authenticated, the component redirects to the login page using the Redirect component from the react-router-dom package.
  1. Update the Login component to allow users to sign in with Google. You can update the Login component as follows:
tsxCopy code
import React, { useState } from 'react';
import { IonButton, IonInput } from '@ionic/react';
import { auth } from './firebase';


const Login: React.FC = () => {
const [email, setEmail] = useState('');
const [password, setPassword] = useState('');


const handleLogin = async () => {
try {
await auth.signInWithEmailAndPassword(email, password);
} catch (error) {
console.log(error);
}
};


const handleLoginWithGoogle = async () => {
const provider = new firebase.auth.GoogleAuthProvider();
try {
await auth.signInWithPopup(provider);
} catch (error) {
console.log(error);
}
};


return (
<>
<IonInput
placeholder="Email"
value={email}
onIonChange={(e) => setEmail(e.detail.value!)}
/>
<IonInput
placeholder="Password"
type="password"
value={password}
onIonChange={(e) => setPassword(e.detail.value!)}
/>
<IonButton onClick={handleLogin}>Login</IonButton>
<IonButton onClick={handleLoginWithGoogle}>Login with Google</IonButton>
</>
);
};


export default Login;

This code adds a handleLoginWithGoogle function that uses the signInWithPopup method of the firebase.auth.GoogleAuthProvider class to sign in with Google. The IonButton component calls this function when clicked.
That's it! With these steps, you should now have Firebase Authentication integrated into your React and Ionic app, allowing users to log in with email/password or Google accounts.
Clifford Crerar
Please show me the implementation for the chat interface as well and write me the services for firebase data integration.

Sure, here's an example implementation for the chat interface using React and Ionic:

  1. Create a new file ChatService.ts for the Firebase Realtime Database integration. In this file, you can define the functions to interact with the Firebase database.
typescriptCopy code
import { db } from './firebase';


export type Message = {
id: string;
text: string;
userId: string;
};


export const getMessages = async (): Promise<Message[]> => {
const snapshot = await db.ref('messages').once('value');
const messages: Message[] = [];


snapshot.forEach((childSnapshot) => {
const message = childSnapshot.val();
messages.push({ id: childSnapshot.key!, ...message });
});


return messages;
};


export const sendMessage = async (text: string, userId: string): Promise<void> => {
await db.ref('messages').push({ text, userId });
};

In this file, we define two functions: getMessages to get all the messages from the Firebase database, and sendMessage to send a new message to the database. We also define a Message type to represent the messages.

  1. Create a new file ChatPage.tsx for the chat interface. In this file, you can use the ChatService functions to interact with the Firebase database.
tsxCopy code
import React, { useEffect, useState } from 'react';
import { IonButton, IonContent, IonInput, IonItem, IonList, IonPage } from '@ionic/react';
import { auth } from './firebase';
import { getMessages, sendMessage, Message } from './ChatService';


const ChatPage: React.FC = () => {
const [user, setUser] = useState<firebase.User | null>(null);
const [messages, setMessages] = useState<Message[]>([]);
const [text, setText] = useState('');


useEffect(() => {
const unsubscribe = auth.onAuthStateChanged((user) => {
setUser(user);
});


<span class="hljs-keyword">return</span> unsubscribe;



}, []);


useEffect(() => {
const loadMessages = async () => {
const messages = await getMessages();
setMessages(messages);
};


<span class="hljs-title function_">loadMessages</span>();



}, []);


const handleSendMessage = async () => {
await sendMessage(text, user!.uid);
setText('');
};


return (
<IonPage>
<IonContent>
<IonList>
{messages.map((message) => (
<IonItem key={message.id}>
<strong>{message.userId}</strong>: {message.text}
</IonItem>
))}
</IonList>
<IonItem>
<IonInput placeholder="Enter your message" value={text} onIonChange={(e) => setText(e.detail.value!)} />
<IonButton onClick={handleSendMessage}>Send</IonButton>
</IonItem>
</IonContent>
</IonPage>
);
};


export default ChatPage;

In this file, we use the useEffect hook to load the messages from the Firebase database when the component is mounted. We also define a handleSendMessage function to send new messages to the database. The messages are displayed using an IonList and IonItem components from the Ionic framework.
  1. Update the App.tsx file to add the ChatPage route.
tsxCopy code
import React from 'react';
import { Redirect, Route, Switch } from 'react-router-dom';
import { IonApp, IonRouterOutlet } from '@ionic/react';
import { IonReactRouter } from '@ionic/react-router';
import LoginPage from './LoginPage';
import ChatPage from './ChatPage';
import { auth } from './firebase';


const App:
Clifford Crerar
please proceed
  1. Create a new file Auth.tsx for the authentication interface. In this file, you can use the Firebase authentication functions to sign in and sign out users.
tsxCopy code
import React, { useEffect, useState } from 'react';
import { IonButton, IonContent, IonInput, IonItem, IonLabel, IonList, IonPage } from '@ionic/react';
import { auth, googleAuthProvider } from './firebase';


const Auth: React.FC = () => {
const [email, setEmail] = useState('');
const [password, setPassword] = useState('');


useEffect(() => {
const unsubscribe = auth.onAuthStateChanged((user) => {
if (user) {
console.log('User is signed in:', user);
} else {
console.log('User is signed out');
}
});


<span class="hljs-keyword">return</span> unsubscribe;



}, []);


const handleSignIn = async () => {
try {
await auth.signInWithEmailAndPassword(email, password);
} catch (error) {
console.error('Error signing in with email and password', error);
}
};


const handleSignInWithGoogle = async () => {
try {
await auth.signInWithPopup(googleAuthProvider);
} catch (error) {
console.error('Error signing in with Google', error);
}
};


const handleSignOut = async () => {
try {
await auth.signOut();
} catch (error) {
console.error('Error signing out', error);
}
};


return (
<IonPage>
<IonContent>
<IonList>
<IonItem>
<IonLabel position="floating">Email</IonLabel>
<IonInput type="email" value={email} onIonChange={(e) => setEmail(e.detail.value!)} />
</IonItem>
<IonItem>
<IonLabel position="floating">Password</IonLabel>
<IonInput type="password" value={password} onIonChange={(e) => setPassword(e.detail.value!)} />
</IonItem>
</IonList>
<IonButton expand="block" onClick={handleSignIn}>
Sign in with Email and Password
</IonButton>
<IonButton expand="block" onClick={handleSignInWithGoogle}>
Sign in with Google
</IonButton>
<IonButton expand="block" onClick={handleSignOut}>
Sign out
</IonButton>
</IonContent>
</IonPage>
);
};


export default Auth;

In this file, we use the useEffect hook to listen for changes in the user authentication state. We also define three functions to sign in with email and password, sign in with Google, and sign out. The email and password are entered using IonInput components from the Ionic framework.
  1. Update the App.tsx file to add the Auth route.
tsxCopy code
import React from 'react';
import { Redirect, Route, Switch } from 'react-router-dom';
import { IonApp, IonRouterOutlet } from '@ionic/react';
import { IonReactRouter } from '@ionic/react-router';
import LoginPage from './LoginPage';
import ChatPage from './ChatPage';
import Auth from './Auth';
import { auth } from './firebase';


const App: React.FC = () => {
const [user, setUser] = useState<firebase.User | null>(null);


useEffect(() => {
const unsubscribe = auth.onAuthStateChanged((user) => {
setUser(user);
});


<span class="hljs-keyword">return</span> unsubscribe;



}, []);


return (
<IonApp>
<IonReactRouter>
<IonRouterOutlet>
<Route path="/login" component={

Clifford Crerar
please continue
LoginPage} exact={true} />
<Route path="/chat" component={ChatPage} exact={true} />
<Route path="/auth" component={Auth} exact={true} />
<Redirect exact from="/" to={user ? '/chat' : '/login'} />
</IonRouterOutlet>
</IonReactRouter>
</IonApp>
);
};
export default App;
arduinoCopy code

In this file, we use the useState hook to track the user authentication state. We also define a route for the Auth component, and redirect to the login page if the user is not authenticated.


6. Finally, create a new file firebase.ts to set up the Firebase app and authentication.


<span class="hljs-keyword">import</span> firebase from <span class="hljs-string">'firebase/app'</span>;
<span class="hljs-keyword">import</span> <span class="hljs-string">'firebase/auth'</span>;
<span class="hljs-keyword">import</span> <span class="hljs-string">'firebase/firestore'</span>;

<span class="hljs-type">const</span> firebaseConfig = {
  <span class="hljs-comment">// Your Firebase configuration</span>
};

firebase.<span class="hljs-built_in">initializeApp</span>(firebaseConfig);

<span class="hljs-keyword">export</span> <span class="hljs-type">const</span> auth = firebase.<span class="hljs-built_in">auth</span>();
<span class="hljs-keyword">export</span> <span class="hljs-type">const</span> googleAuthProvider = <span class="hljs-keyword">new</span> firebase.auth.<span class="hljs-built_in">GoogleAuthProvider</span>();
</code></div></div></pre><p>In this file, we initialize the Firebase app and set up the authentication with the <code>auth</code> and <code>googleAuthProvider</code> constants.</p><ol start="7"><li>For the Firebase data integration, we can create a <code>firebaseService.ts</code> file to define functions for reading and writing data to the Firebase Firestore database.</li></ol><pre><div class="bg-black rounded-md mb-4"><div class="flex items-center relative text-gray-200 bg-gray-800 px-4 py-2 text-xs font-sans justify-between rounded-t-md"><span>ts</span><button class="flex ml-auto gap-2"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2"></path><rect x="8" y="2" width="8" height="4" rx="1" ry="1"></rect></svg>Copy code</button></div><div class="p-4 overflow-y-auto"><code class="!whitespace-pre hljs language-ts"><span class="hljs-keyword">import</span> firebase <span class="hljs-keyword">from</span> <span class="hljs-string">'firebase/app'</span>;
<span class="hljs-keyword">import</span> <span class="hljs-string">'firebase/firestore'</span>;

<span class="hljs-keyword">const</span> firestore = firebase.<span class="hljs-title function_">firestore</span>();

<span class="hljs-keyword">export</span> <span class="hljs-keyword">interface</span> <span class="hljs-title class_">ChatMessage</span> {
  <span class="hljs-attr">id</span>: <span class="hljs-built_in">string</span>;
  <span class="hljs-attr">text</span>: <span class="hljs-built_in">string</span>;
  <span class="hljs-attr">timestamp</span>: firebase.<span class="hljs-property">firestore</span>.<span class="hljs-property">Timestamp</span>;
  <span class="hljs-attr">user</span>: <span class="hljs-built_in">string</span>;
}

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> getChatMessages = <span class="hljs-keyword">async</span> (): <span class="hljs-title class_">Promise</span>&lt;<span class="hljs-title class_">ChatMessage</span>[]&gt; =&gt; {
  <span class="hljs-keyword">const</span> querySnapshot = <span class="hljs-keyword">await</span> firestore.<span class="hljs-title function_">collection</span>(<span class="hljs-string">'messages'</span>).<span class="hljs-title function_">orderBy</span>(<span class="hljs-string">'timestamp'</span>).<span class="hljs-title function_">get</span>();
  <span class="hljs-keyword">return</span> querySnapshot.<span class="hljs-property">docs</span>.<span class="hljs-title function_">map</span>(<span class="hljs-function">(<span class="hljs-params">doc</span>) =&gt;</span> {
    <span class="hljs-keyword">const</span> data = doc.<span class="hljs-title function_">data</span>();
    <span class="hljs-keyword">return</span> {
      <span class="hljs-attr">id</span>: doc.<span class="hljs-property">id</span>,
      <span class="hljs-attr">text</span>: data.<span class="hljs-property">text</span>,
      <span class="hljs-attr">timestamp</span>: data.<span class="hljs-property">timestamp</span>,
      <span class="hljs-attr">user</span>: data.<span class="hljs-property">user</span>,
    };
  });
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> addChatMessage = <span class="hljs-keyword">async</span> (<span class="hljs-attr">text</span>: <span class="hljs-built_in">string</span>, <span class="hljs-attr">user</span>: <span class="hljs-built_in">string</span>): <span class="hljs-title class_">Promise</span>&lt;<span class="hljs-built_in">void</span>&gt; =&gt; {
  <span class="hljs-keyword">await</span> firestore.<span class="hljs-title function_">collection</span>(<span class="hljs-string">'messages'</span>).<span class="hljs-title function_">add</span>({
    text,
    <span class="hljs-attr">timestamp</span>: firebase.<span class="hljs-property">firestore</span>.<span class="hljs-property">Timestamp</span>.<span class="hljs-title function_">now</span>(),
    user,
  });
};
</code></div></div></pre><p>In this file, we define two functions for getting and adding chat messages to the <code>messages</code> collection in the Firestore database. We also define an interface for the chat messages.</p><p>With these files, you should be able to implement the full application with the embedded ChatGpt feature, authentication with local and Google accounts, and data integration with Firebase. Of course, you may need to customize the implementation to fit your specific use case and requirements.</p></div></div></div><div class="flex justify-between"><div class="text-gray-400 flex self-end lg:self-center justify-center mt-2 gap-3 md:gap-4 lg:gap-1 lg:absolute lg:top-0 lg:translate-x-full lg:right-0 lg:mt-0 lg:pl-2 visible"><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M14 9V5a3 3 0 0 0-3-3l-4 9v11h11.28a2 2 0 0 0 2-1.7l1.38-9a2 2 0 0 0-2-2.3zM7 22H4a2 2 0 0 1-2-2v-7a2 2 0 0 1 2-2h3"></path></svg></button><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M10 15v4a3 3 0 0 0 3 3l4-9V2H5.72a2 2 0 0 0-2 1.7l-1.38 9a2 2 0 0 0 2 2.3zm7-13h2.67A2.31 2.31 0 0 1 22 4v7a2.31 2.31 0 0 1-2.33 2H17"></path></svg></button></div></div></div></div></div><div class="group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 dark:bg-gray-800"><div class="text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto"><div class="w-[30px] flex flex-col relative items-end"><div class="relative flex"><span style="box-sizing: border-box; display: inline-block; overflow: hidden; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px; position: relative; max-width: 100%;"><span style="box-sizing: border-box; display: block; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px; max-width: 100%;"><img alt="" aria-hidden="true" src="data:image/svg+xml,%3csvg%20xmlns=%27http://www.w3.org/2000/svg%27%20version=%271.1%27%20width=%2730%27%20height=%2730%27/%3e" style="display: block; max-width: 100%; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px;"></span><img alt="Clifford Crerar" srcset="/_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=32&amp;q=75 1x, /_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=64&amp;q=75 2x" src="/_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=64&amp;q=75" decoding="async" data-nimg="intrinsic" class="rounded-sm" style="position: absolute; inset: 0px; box-sizing: border-box; padding: 0px; border: none; margin: auto; display: block; width: 0px; height: 0px; min-width: 100%; max-width: 100%; min-height: 100%; max-height: 100%;"></span></div></div><div class="relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]"><div class="flex flex-grow flex-col gap-3"><div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap">please continue</div></div><div class="text-gray-400 flex self-end lg:self-center justify-center mt-2 gap-3 md:gap-4 lg:gap-1 lg:absolute lg:top-0 lg:translate-x-full lg:right-0 lg:mt-0 lg:pl-2 visible"><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400 md:invisible md:group-hover:visible"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7"></path><path d="M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z"></path></svg></button></div><div class="flex justify-between"></div></div></div></div><div class="group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 bg-gray-50 dark:bg-[#444654]"><div class="text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto"><div class="w-[30px] flex flex-col relative items-end"><div class="relative h-[30px] w-[30px] p-1 rounded-sm text-white flex items-center justify-center" style="background-color: rgb(16, 163, 127);"><svg width="41" height="41" viewBox="0 0 41 41" fill="none" xmlns="http://www.w3.org/2000/svg" stroke-width="1.5" class="h-6 w-6"><path d="M37.5324 16.8707C37.9808 15.5241 38.1363 14.0974 37.9886 12.6859C37.8409 11.2744 37.3934 9.91076 36.676 8.68622C35.6126 6.83404 33.9882 5.3676 32.0373 4.4985C30.0864 3.62941 27.9098 3.40259 25.8215 3.85078C24.8796 2.7893 23.7219 1.94125 22.4257 1.36341C21.1295 0.785575 19.7249 0.491269 18.3058 0.500197C16.1708 0.495044 14.0893 1.16803 12.3614 2.42214C10.6335 3.67624 9.34853 5.44666 8.6917 7.47815C7.30085 7.76286 5.98686 8.3414 4.8377 9.17505C3.68854 10.0087 2.73073 11.0782 2.02839 12.312C0.956464 14.1591 0.498905 16.2988 0.721698 18.4228C0.944492 20.5467 1.83612 22.5449 3.268 24.1293C2.81966 25.4759 2.66413 26.9026 2.81182 28.3141C2.95951 29.7256 3.40701 31.0892 4.12437 32.3138C5.18791 34.1659 6.8123 35.6322 8.76321 36.5013C10.7141 37.3704 12.8907 37.5973 14.9789 37.1492C15.9208 38.2107 17.0786 39.0587 18.3747 39.6366C19.6709 40.2144 21.0755 40.5087 22.4946 40.4998C24.6307 40.5054 26.7133 39.8321 28.4418 38.5772C30.1704 37.3223 31.4556 35.5506 32.1119 33.5179C33.5027 33.2332 34.8167 32.6547 35.9659 31.821C37.115 30.9874 38.0728 29.9178 38.7752 28.684C39.8458 26.8371 40.3023 24.6979 40.0789 22.5748C39.8556 20.4517 38.9639 18.4544 37.5324 16.8707ZM22.4978 37.8849C20.7443 37.8874 19.0459 37.2733 17.6994 36.1501C17.7601 36.117 17.8666 36.0586 17.936 36.0161L25.9004 31.4156C26.1003 31.3019 26.2663 31.137 26.3813 30.9378C26.4964 30.7386 26.5563 30.5124 26.5549 30.2825V19.0542L29.9213 20.998C29.9389 21.0068 29.9541 21.0198 29.9656 21.0359C29.977 21.052 29.9842 21.0707 29.9867 21.0902V30.3889C29.9842 32.375 29.1946 34.2791 27.7909 35.6841C26.3872 37.0892 24.4838 37.8806 22.4978 37.8849ZM6.39227 31.0064C5.51397 29.4888 5.19742 27.7107 5.49804 25.9832C5.55718 26.0187 5.66048 26.0818 5.73461 26.1244L13.699 30.7248C13.8975 30.8408 14.1233 30.902 14.3532 30.902C14.583 30.902 14.8088 30.8408 15.0073 30.7248L24.731 25.1103V28.9979C24.7321 29.0177 24.7283 29.0376 24.7199 29.0556C24.7115 29.0736 24.6988 29.0893 24.6829 29.1012L16.6317 33.7497C14.9096 34.7416 12.8643 35.0097 10.9447 34.4954C9.02506 33.9811 7.38785 32.7263 6.39227 31.0064ZM4.29707 13.6194C5.17156 12.0998 6.55279 10.9364 8.19885 10.3327C8.19885 10.4013 8.19491 10.5228 8.19491 10.6071V19.808C8.19351 20.0378 8.25334 20.2638 8.36823 20.4629C8.48312 20.6619 8.64893 20.8267 8.84863 20.9404L18.5723 26.5542L15.206 28.4979C15.1894 28.5089 15.1703 28.5155 15.1505 28.5173C15.1307 28.5191 15.1107 28.516 15.0924 28.5082L7.04046 23.8557C5.32135 22.8601 4.06716 21.2235 3.55289 19.3046C3.03862 17.3858 3.30624 15.3413 4.29707 13.6194ZM31.955 20.0556L22.2312 14.4411L25.5976 12.4981C25.6142 12.4872 25.6333 12.4805 25.6531 12.4787C25.6729 12.4769 25.6928 12.4801 25.7111 12.4879L33.7631 17.1364C34.9967 17.849 36.0017 18.8982 36.6606 20.1613C37.3194 21.4244 37.6047 22.849 37.4832 24.2684C37.3617 25.6878 36.8382 27.0432 35.9743 28.1759C35.1103 29.3086 33.9415 30.1717 32.6047 30.6641C32.6047 30.5947 32.6047 30.4733 32.6047 30.3889V21.188C32.6066 20.9586 32.5474 20.7328 32.4332 20.5338C32.319 20.3348 32.154 20.1698 31.955 20.0556ZM35.3055 15.0128C35.2464 14.9765 35.1431 14.9142 35.069 14.8717L27.1045 10.2712C26.906 10.1554 26.6803 10.0943 26.4504 10.0943C26.2206 10.0943 25.9948 10.1554 25.7963 10.2712L16.0726 15.8858V11.9982C16.0715 11.9783 16.0753 11.9585 16.0837 11.9405C16.0921 11.9225 16.1048 11.9068 16.1207 11.8949L24.1719 7.25025C25.4053 6.53903 26.8158 6.19376 28.2383 6.25482C29.6608 6.31589 31.0364 6.78077 32.2044 7.59508C33.3723 8.40939 34.2842 9.53945 34.8334 10.8531C35.3826 12.1667 35.5464 13.6095 35.3055 15.0128ZM14.2424 21.9419L10.8752 19.9981C10.8576 19.9893 10.8423 19.9763 10.8309 19.9602C10.8195 19.9441 10.8122 19.9254 10.8098 19.9058V10.6071C10.8107 9.18295 11.2173 7.78848 11.9819 6.58696C12.7466 5.38544 13.8377 4.42659 15.1275 3.82264C16.4173 3.21869 17.8524 2.99464 19.2649 3.1767C20.6775 3.35876 22.0089 3.93941 23.1034 4.85067C23.0427 4.88379 22.937 4.94215 22.8668 4.98473L14.9024 9.58517C14.7025 9.69878 14.5366 9.86356 14.4215 10.0626C14.3065 10.2616 14.2466 10.4877 14.2479 10.7175L14.2424 21.9419ZM16.071 17.9991L20.4018 15.4978L24.7325 17.9975V22.9985L20.4018 25.4983L16.071 22.9985V17.9991Z" fill="currentColor"></path></svg></div></div><div class="relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]"><div class="flex flex-grow flex-col gap-3"><div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap"><div class="markdown prose w-full break-words dark:prose-invert light"><ol start="8"><li>Now let's implement the chat interface in the <code>ChatPage</code> component. In the <code>ChatPage.tsx</code> file, we can start by defining the component's state, which will include an array of chat messages and a string for the current message being typed by the user.</li></ol><pre><div class="bg-black rounded-md mb-4"><div class="flex items-center relative text-gray-200 bg-gray-800 px-4 py-2 text-xs font-sans justify-between rounded-t-md"><span>ts</span><button class="flex ml-auto gap-2"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2"></path><rect x="8" y="2" width="8" height="4" rx="1" ry="1"></rect></svg>Copy code</button></div><div class="p-4 overflow-y-auto"><code class="!whitespace-pre hljs language-ts"><span class="hljs-keyword">import</span> <span class="hljs-title class_">React</span>, { useState, useEffect } <span class="hljs-keyword">from</span> <span class="hljs-string">'react'</span>;
<span class="hljs-keyword">import</span> { <span class="hljs-title class_">IonContent</span>, <span class="hljs-title class_">IonHeader</span>, <span class="hljs-title class_">IonPage</span>, <span class="hljs-title class_">IonTitle</span>, <span class="hljs-title class_">IonToolbar</span>, <span class="hljs-title class_">IonList</span>, <span class="hljs-title class_">IonItem</span>, <span class="hljs-title class_">IonLabel</span>, <span class="hljs-title class_">IonInput</span>, <span class="hljs-title class_">IonButton</span> } <span class="hljs-keyword">from</span> <span class="hljs-string">'@ionic/react'</span>;
<span class="hljs-keyword">import</span> { addChatMessage, <span class="hljs-title class_">ChatMessage</span>, getChatMessages } <span class="hljs-keyword">from</span> <span class="hljs-string">'../services/firebaseService'</span>;

<span class="hljs-keyword">const</span> <span class="hljs-title class_">ChatPage</span>: <span class="hljs-title class_">React</span>.<span class="hljs-property">FC</span> = <span class="hljs-function">() =&gt;</span> {
  <span class="hljs-keyword">const</span> [messages, setMessages] = useState&lt;<span class="hljs-title class_">ChatMessage</span>[]&gt;([]);
  <span class="hljs-keyword">const</span> [currentMessage, setCurrentMessage] = useState&lt;<span class="hljs-built_in">string</span>&gt;(<span class="hljs-string">''</span>);

  <span class="hljs-title function_">useEffect</span>(<span class="hljs-function">() =&gt;</span> {
    <span class="hljs-keyword">const</span> <span class="hljs-title function_">fetchMessages</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
      <span class="hljs-keyword">const</span> chatMessages = <span class="hljs-keyword">await</span> <span class="hljs-title function_">getChatMessages</span>();
      <span class="hljs-title function_">setMessages</span>(chatMessages);
    };

    <span class="hljs-title function_">fetchMessages</span>();
  }, []);

  <span class="hljs-keyword">const</span> <span class="hljs-title function_">handleSendMessage</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
    <span class="hljs-keyword">if</span> (currentMessage.<span class="hljs-title function_">trim</span>() !== <span class="hljs-string">''</span>) {
      <span class="hljs-keyword">await</span> <span class="hljs-title function_">addChatMessage</span>(currentMessage, <span class="hljs-string">'user'</span>);
      <span class="hljs-title function_">setCurrentMessage</span>(<span class="hljs-string">''</span>);
    }
  };

  <span class="hljs-keyword">return</span> (
    <span class="xml"><span class="hljs-tag">&lt;<span class="hljs-name">IonPage</span>&gt;</span>
      <span class="hljs-tag">&lt;<span class="hljs-name">IonHeader</span>&gt;</span>
        <span class="hljs-tag">&lt;<span class="hljs-name">IonToolbar</span>&gt;</span>
          <span class="hljs-tag">&lt;<span class="hljs-name">IonTitle</span>&gt;</span>Chat<span class="hljs-tag">&lt;/<span class="hljs-name">IonTitle</span>&gt;</span>
        <span class="hljs-tag">&lt;/<span class="hljs-name">IonToolbar</span>&gt;</span>
      <span class="hljs-tag">&lt;/<span class="hljs-name">IonHeader</span>&gt;</span>
      <span class="hljs-tag">&lt;<span class="hljs-name">IonContent</span>&gt;</span>
        <span class="hljs-tag">&lt;<span class="hljs-name">IonList</span>&gt;</span>
          {messages.map((message) =&gt; (
            <span class="hljs-tag">&lt;<span class="hljs-name">IonItem</span> <span class="hljs-attr">key</span>=<span class="hljs-string">{message.id}</span>&gt;</span>
              <span class="hljs-tag">&lt;<span class="hljs-name">IonLabel</span>&gt;</span>{message.text}<span class="hljs-tag">&lt;/<span class="hljs-name">IonLabel</span>&gt;</span>
            <span class="hljs-tag">&lt;/<span class="hljs-name">IonItem</span>&gt;</span>
          ))}
        <span class="hljs-tag">&lt;/<span class="hljs-name">IonList</span>&gt;</span>
        <span class="hljs-tag">&lt;<span class="hljs-name">IonItem</span>&gt;</span>
          <span class="hljs-tag">&lt;<span class="hljs-name">IonInput</span> <span class="hljs-attr">value</span>=<span class="hljs-string">{currentMessage}</span> <span class="hljs-attr">placeholder</span>=<span class="hljs-string">"Type your message..."</span> <span class="hljs-attr">onIonChange</span>=<span class="hljs-string">{(e)</span> =&gt;</span> setCurrentMessage(e.detail.value!)} /&gt;
          <span class="hljs-tag">&lt;<span class="hljs-name">IonButton</span> <span class="hljs-attr">onClick</span>=<span class="hljs-string">{handleSendMessage}</span>&gt;</span>Send<span class="hljs-tag">&lt;/<span class="hljs-name">IonButton</span>&gt;</span>
        <span class="hljs-tag">&lt;/<span class="hljs-name">IonItem</span>&gt;</span>
      <span class="hljs-tag">&lt;/<span class="hljs-name">IonContent</span>&gt;</span>
    <span class="hljs-tag">&lt;/<span class="hljs-name">IonPage</span>&gt;</span></span>
  );
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">default</span> <span class="hljs-title class_">ChatPage</span>;
</code></div></div></pre><p>In this file, we define the <code>ChatPage</code> component with the <code>messages</code> and <code>currentMessage</code> state variables. We use the <code>useEffect</code> hook to fetch the chat messages from Firebase on component mount. We also define a <code>handleSendMessage</code> function to add a new message to the chat using the <code>addChatMessage</code> function from <code>firebaseService</code>. We render the list of chat messages and an input field for typing new messages.</p><ol start="9"><li>Finally, we need to integrate the ChatGpt functionality into the <code>handleSendMessage</code> function in <code>ChatPage.tsx</code>. We can use the <code>fetch</code> function to send a request to the ChatGpt API and receive a response with the generated text.</li></ol><pre><div class="bg-black rounded-md mb-4"><div class="flex items-center relative text-gray-200 bg-gray-800 px-4 py-2 text-xs font-sans justify-between rounded-t-md"><span>ts</span><button class="flex ml-auto gap-2"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2"></path><rect x="8" y="2" width="8" height="4" rx="1" ry="1"></rect></svg>Copy code</button></div><div class="p-4 overflow-y-auto"><code class="!whitespace-pre hljs language-ts"><span class="hljs-keyword">const</span> <span class="hljs-title function_">handleSendMessage</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
  <span class="hljs-keyword">if</span> (currentMessage.<span class="hljs-title function_">trim</span>() !== <span class="hljs-string">''</span>) {
    <span class="hljs-keyword">const</span> response = <span class="hljs-keyword">await</span> <span class="hljs-title function_">fetch</span>(<span class="hljs-string">'https://api.openai.com/v1/engine/davinci-codex/completions'</span>, {
      <span class="hljs-attr">method</span>: <span class="hljs-string">'POST'</span>,
      <span class="hljs-attr">headers</span>: {
        <span class="hljs-string">'Content-Type'</span>: <span class="hljs-string">'application/json'</span>,
        <span class="hljs-string">'Authorization'</span>: <span class="hljs-string">`Bearer <span class="hljs-subst">${OPENAI_API_KEY}</span>`</span>,
      },
      <span class="hljs-attr">body</span>: <span class="hljs-title class_">JSON</span>.<span class="hljs-title function_">stringify</span>({
        <span class="hljs-attr">prompt</span>: <span class="hljs-string">`User: <span class="hljs-subst">${currentMessage}</span>\nAI:`</span>,
        <span class="hljs-attr">max_tokens</span>: <span class="hljs-number">100</span>,
        <span class="hljs-attr">temperature</span>: <span class="hljs-number">0.7</span>,
      }),
    });
    <span class="hljs-keyword">const</span> data = <span class="hljs-keyword">await</span> response.<span class="hljs-title function_">json</span>();
    <span class="hljs-keyword">const</span> generatedText = data.<span class="hljs-property">choices</span>[<span class="hljs-number">0</span>].<span class="hljs-property">text</span>.<span class="hljs-title function_">trim</span>();

    <span class="hljs-keyword">await</span> <span class="hljs-title function_">addChatMessage</span>(<span class="hljs-string">`User: <span class="hljs-subst">${currentMessage}</span>\nAI: <span class="hljs-subst">${generatedText}</span>`</span>, <span class="hljs-string">'user'</span>);
    <span class="hljs-title function_">setCurrentMessage</span>(<span class="hljs-string">''</span>);
  }
};
</code></div></div></pre><p>In this implementation, we use the <code>fetch</code> function to send a request to the ChatGpt API with the user's input as the prompt. We include the API key in the <code>Authorization</code> header and set</p></div></div></div><div class="flex justify-between"><div class="text-gray-400 flex self-end lg:self-center justify-center mt-2 gap-3 md:gap-4 lg:gap-1 lg:absolute lg:top-0 lg:translate-x-full lg:right-0 lg:mt-0 lg:pl-2 visible"><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M14 9V5a3 3 0 0 0-3-3l-4 9v11h11.28a2 2 0 0 0 2-1.7l1.38-9a2 2 0 0 0-2-2.3zM7 22H4a2 2 0 0 1-2-2v-7a2 2 0 0 1 2-2h3"></path></svg></button><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M10 15v4a3 3 0 0 0 3 3l4-9V2H5.72a2 2 0 0 0-2 1.7l-1.38 9a2 2 0 0 0 2 2.3zm7-13h2.67A2.31 2.31 0 0 1 22 4v7a2.31 2.31 0 0 1-2.33 2H17"></path></svg></button></div></div></div></div></div><div class="group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 dark:bg-gray-800"><div class="text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto"><div class="w-[30px] flex flex-col relative items-end"><div class="relative flex"><span style="box-sizing: border-box; display: inline-block; overflow: hidden; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px; position: relative; max-width: 100%;"><span style="box-sizing: border-box; display: block; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px; max-width: 100%;"><img alt="" aria-hidden="true" src="data:image/svg+xml,%3csvg%20xmlns=%27http://www.w3.org/2000/svg%27%20version=%271.1%27%20width=%2730%27%20height=%2730%27/%3e" style="display: block; max-width: 100%; width: initial; height: initial; background: none; opacity: 1; border: 0px; margin: 0px; padding: 0px;"></span><img alt="Clifford Crerar" srcset="/_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=32&amp;q=75 1x, /_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=64&amp;q=75 2x" src="/_next/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxZFrOpVqRZgvSxRMYCioZnLwjgRNuMM5on0M3QFtQ%3Ds96-c&amp;w=64&amp;q=75" decoding="async" data-nimg="intrinsic" class="rounded-sm" style="position: absolute; inset: 0px; box-sizing: border-box; padding: 0px; border: none; margin: auto; display: block; width: 0px; height: 0px; min-width: 100%; max-width: 100%; min-height: 100%; max-height: 100%;"></span></div></div><div class="relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]"><div class="flex flex-grow flex-col gap-3"><div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap">please continue</div></div><div class="text-gray-400 flex self-end lg:self-center justify-center mt-2 gap-3 md:gap-4 lg:gap-1 lg:absolute lg:top-0 lg:translate-x-full lg:right-0 lg:mt-0 lg:pl-2 visible"><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400 md:invisible md:group-hover:visible"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M11 4H4a2 2 0 0 0-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2v-7"></path><path d="M18.5 2.5a2.121 2.121 0 0 1 3 3L12 15l-4 1 1-4 9.5-9.5z"></path></svg></button></div><div class="flex justify-between"></div></div></div></div><div class="group w-full text-gray-800 dark:text-gray-100 border-b border-black/10 dark:border-gray-900/50 bg-gray-50 dark:bg-[#444654]"><div class="text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto"><div class="w-[30px] flex flex-col relative items-end"><div class="relative h-[30px] w-[30px] p-1 rounded-sm text-white flex items-center justify-center" style="background-color: rgb(16, 163, 127);"><svg width="41" height="41" viewBox="0 0 41 41" fill="none" xmlns="http://www.w3.org/2000/svg" stroke-width="1.5" class="h-6 w-6"><path d="M37.5324 16.8707C37.9808 15.5241 38.1363 14.0974 37.9886 12.6859C37.8409 11.2744 37.3934 9.91076 36.676 8.68622C35.6126 6.83404 33.9882 5.3676 32.0373 4.4985C30.0864 3.62941 27.9098 3.40259 25.8215 3.85078C24.8796 2.7893 23.7219 1.94125 22.4257 1.36341C21.1295 0.785575 19.7249 0.491269 18.3058 0.500197C16.1708 0.495044 14.0893 1.16803 12.3614 2.42214C10.6335 3.67624 9.34853 5.44666 8.6917 7.47815C7.30085 7.76286 5.98686 8.3414 4.8377 9.17505C3.68854 10.0087 2.73073 11.0782 2.02839 12.312C0.956464 14.1591 0.498905 16.2988 0.721698 18.4228C0.944492 20.5467 1.83612 22.5449 3.268 24.1293C2.81966 25.4759 2.66413 26.9026 2.81182 28.3141C2.95951 29.7256 3.40701 31.0892 4.12437 32.3138C5.18791 34.1659 6.8123 35.6322 8.76321 36.5013C10.7141 37.3704 12.8907 37.5973 14.9789 37.1492C15.9208 38.2107 17.0786 39.0587 18.3747 39.6366C19.6709 40.2144 21.0755 40.5087 22.4946 40.4998C24.6307 40.5054 26.7133 39.8321 28.4418 38.5772C30.1704 37.3223 31.4556 35.5506 32.1119 33.5179C33.5027 33.2332 34.8167 32.6547 35.9659 31.821C37.115 30.9874 38.0728 29.9178 38.7752 28.684C39.8458 26.8371 40.3023 24.6979 40.0789 22.5748C39.8556 20.4517 38.9639 18.4544 37.5324 16.8707ZM22.4978 37.8849C20.7443 37.8874 19.0459 37.2733 17.6994 36.1501C17.7601 36.117 17.8666 36.0586 17.936 36.0161L25.9004 31.4156C26.1003 31.3019 26.2663 31.137 26.3813 30.9378C26.4964 30.7386 26.5563 30.5124 26.5549 30.2825V19.0542L29.9213 20.998C29.9389 21.0068 29.9541 21.0198 29.9656 21.0359C29.977 21.052 29.9842 21.0707 29.9867 21.0902V30.3889C29.9842 32.375 29.1946 34.2791 27.7909 35.6841C26.3872 37.0892 24.4838 37.8806 22.4978 37.8849ZM6.39227 31.0064C5.51397 29.4888 5.19742 27.7107 5.49804 25.9832C5.55718 26.0187 5.66048 26.0818 5.73461 26.1244L13.699 30.7248C13.8975 30.8408 14.1233 30.902 14.3532 30.902C14.583 30.902 14.8088 30.8408 15.0073 30.7248L24.731 25.1103V28.9979C24.7321 29.0177 24.7283 29.0376 24.7199 29.0556C24.7115 29.0736 24.6988 29.0893 24.6829 29.1012L16.6317 33.7497C14.9096 34.7416 12.8643 35.0097 10.9447 34.4954C9.02506 33.9811 7.38785 32.7263 6.39227 31.0064ZM4.29707 13.6194C5.17156 12.0998 6.55279 10.9364 8.19885 10.3327C8.19885 10.4013 8.19491 10.5228 8.19491 10.6071V19.808C8.19351 20.0378 8.25334 20.2638 8.36823 20.4629C8.48312 20.6619 8.64893 20.8267 8.84863 20.9404L18.5723 26.5542L15.206 28.4979C15.1894 28.5089 15.1703 28.5155 15.1505 28.5173C15.1307 28.5191 15.1107 28.516 15.0924 28.5082L7.04046 23.8557C5.32135 22.8601 4.06716 21.2235 3.55289 19.3046C3.03862 17.3858 3.30624 15.3413 4.29707 13.6194ZM31.955 20.0556L22.2312 14.4411L25.5976 12.4981C25.6142 12.4872 25.6333 12.4805 25.6531 12.4787C25.6729 12.4769 25.6928 12.4801 25.7111 12.4879L33.7631 17.1364C34.9967 17.849 36.0017 18.8982 36.6606 20.1613C37.3194 21.4244 37.6047 22.849 37.4832 24.2684C37.3617 25.6878 36.8382 27.0432 35.9743 28.1759C35.1103 29.3086 33.9415 30.1717 32.6047 30.6641C32.6047 30.5947 32.6047 30.4733 32.6047 30.3889V21.188C32.6066 20.9586 32.5474 20.7328 32.4332 20.5338C32.319 20.3348 32.154 20.1698 31.955 20.0556ZM35.3055 15.0128C35.2464 14.9765 35.1431 14.9142 35.069 14.8717L27.1045 10.2712C26.906 10.1554 26.6803 10.0943 26.4504 10.0943C26.2206 10.0943 25.9948 10.1554 25.7963 10.2712L16.0726 15.8858V11.9982C16.0715 11.9783 16.0753 11.9585 16.0837 11.9405C16.0921 11.9225 16.1048 11.9068 16.1207 11.8949L24.1719 7.25025C25.4053 6.53903 26.8158 6.19376 28.2383 6.25482C29.6608 6.31589 31.0364 6.78077 32.2044 7.59508C33.3723 8.40939 34.2842 9.53945 34.8334 10.8531C35.3826 12.1667 35.5464 13.6095 35.3055 15.0128ZM14.2424 21.9419L10.8752 19.9981C10.8576 19.9893 10.8423 19.9763 10.8309 19.9602C10.8195 19.9441 10.8122 19.9254 10.8098 19.9058V10.6071C10.8107 9.18295 11.2173 7.78848 11.9819 6.58696C12.7466 5.38544 13.8377 4.42659 15.1275 3.82264C16.4173 3.21869 17.8524 2.99464 19.2649 3.1767C20.6775 3.35876 22.0089 3.93941 23.1034 4.85067C23.0427 4.88379 22.937 4.94215 22.8668 4.98473L14.9024 9.58517C14.7025 9.69878 14.5366 9.86356 14.4215 10.0626C14.3065 10.2616 14.2466 10.4877 14.2479 10.7175L14.2424 21.9419ZM16.071 17.9991L20.4018 15.4978L24.7325 17.9975V22.9985L20.4018 25.4983L16.071 22.9985V17.9991Z" fill="currentColor"></path></svg></div></div><div class="relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]"><div class="flex flex-grow flex-col gap-3"><div class="min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap"><div class="markdown prose w-full break-words dark:prose-invert light"><p>the <code>max_tokens</code> and <code>temperature</code> parameters to control the length and creativity of the generated text. We then extract the generated text from the response and use the <code>addChatMessage</code> function to add it to the chat with the user's input.</p><ol start="10"><li>Finally, let's implement the Firebase services for data integration. In a new file called <code>firebaseService.ts</code>, we can define functions to handle authentication, data retrieval, and data storage in Firebase.</li></ol><pre><div class="bg-black rounded-md mb-4"><div class="flex items-center relative text-gray-200 bg-gray-800 px-4 py-2 text-xs font-sans justify-between rounded-t-md"><span>ts</span><button class="flex ml-auto gap-2"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2"></path><rect x="8" y="2" width="8" height="4" rx="1" ry="1"></rect></svg>Copy code</button></div><div class="p-4 overflow-y-auto"><code class="!whitespace-pre hljs language-ts"><span class="hljs-keyword">import</span> firebase <span class="hljs-keyword">from</span> <span class="hljs-string">'firebase/app'</span>;
<span class="hljs-keyword">import</span> <span class="hljs-string">'firebase/auth'</span>;
<span class="hljs-keyword">import</span> <span class="hljs-string">'firebase/firestore'</span>;

<span class="hljs-keyword">const</span> firebaseConfig = {
  <span class="hljs-comment">// your firebase config</span>
};

firebase.<span class="hljs-title function_">initializeApp</span>(firebaseConfig);

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">createUserWithEmailAndPassword</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params">email: <span class="hljs-built_in">string</span>, password: <span class="hljs-built_in">string</span></span>) =&gt; {
  <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">auth</span>().<span class="hljs-title function_">createUserWithEmailAndPassword</span>(email, password);
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">signInWithEmailAndPassword</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params">email: <span class="hljs-built_in">string</span>, password: <span class="hljs-built_in">string</span></span>) =&gt; {
  <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">auth</span>().<span class="hljs-title function_">signInWithEmailAndPassword</span>(email, password);
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">signInWithGoogle</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
  <span class="hljs-keyword">const</span> provider = <span class="hljs-keyword">new</span> firebase.<span class="hljs-property">auth</span>.<span class="hljs-title class_">GoogleAuthProvider</span>();
  <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">auth</span>().<span class="hljs-title function_">signInWithPopup</span>(provider);
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">signOut</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
  <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">auth</span>().<span class="hljs-title function_">signOut</span>();
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">addChatMessage</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params">text: <span class="hljs-built_in">string</span>, sender: <span class="hljs-built_in">string</span></span>) =&gt; {
  <span class="hljs-keyword">const</span> timestamp = <span class="hljs-keyword">new</span> <span class="hljs-title class_">Date</span>();
  <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">firestore</span>().<span class="hljs-title function_">collection</span>(<span class="hljs-string">'chatMessages'</span>).<span class="hljs-title function_">add</span>({ text, sender, timestamp });
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">const</span> <span class="hljs-title function_">getChatMessages</span> = <span class="hljs-keyword">async</span> (<span class="hljs-params"></span>) =&gt; {
  <span class="hljs-keyword">const</span> querySnapshot = <span class="hljs-keyword">await</span> firebase.<span class="hljs-title function_">firestore</span>().<span class="hljs-title function_">collection</span>(<span class="hljs-string">'chatMessages'</span>).<span class="hljs-title function_">orderBy</span>(<span class="hljs-string">'timestamp'</span>).<span class="hljs-title function_">get</span>();
  <span class="hljs-keyword">return</span> querySnapshot.<span class="hljs-property">docs</span>.<span class="hljs-title function_">map</span>(<span class="hljs-function">(<span class="hljs-params">doc</span>) =&gt;</span> ({ <span class="hljs-attr">id</span>: doc.<span class="hljs-property">id</span>, ...doc.<span class="hljs-title function_">data</span>() })) <span class="hljs-keyword">as</span> <span class="hljs-title class_">ChatMessage</span>[];
};

<span class="hljs-keyword">export</span> <span class="hljs-keyword">interface</span> <span class="hljs-title class_">ChatMessage</span> {
  <span class="hljs-attr">id</span>: <span class="hljs-built_in">string</span>;
  <span class="hljs-attr">text</span>: <span class="hljs-built_in">string</span>;
  <span class="hljs-attr">sender</span>: <span class="hljs-built_in">string</span>;
  <span class="hljs-attr">timestamp</span>: firebase.<span class="hljs-property">firestore</span>.<span class="hljs-property">Timestamp</span>;
}
</code></div></div></pre><p>In this file, we first initialize Firebase using our configuration. We then define functions to handle user authentication using email and password or Google Sign-In. We also define functions to add chat messages to Firebase using the <code>addChatMessage</code> function and retrieve them using the <code>getChatMessages</code> function. Finally, we define an interface for chat messages to ensure type safety.</p><p>And that's it! With these implementations, you should have a functional chat application with ChatGpt integration and Firebase data integration. Remember to replace the <code>OPENAI_API_KEY</code> and Firebase configuration with your own credentials.</p></div></div></div><div class="flex justify-between"><div class="text-gray-400 flex self-end lg:self-center justify-center mt-2 gap-3 md:gap-4 lg:gap-1 lg:absolute lg:top-0 lg:translate-x-full lg:right-0 lg:mt-0 lg:pl-2 visible"><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M14 9V5a3 3 0 0 0-3-3l-4 9v11h11.28a2 2 0 0 0 2-1.7l1.38-9a2 2 0 0 0-2-2.3zM7 22H4a2 2 0 0 1-2-2v-7a2 2 0 0 1 2-2h3"></path></svg></button><button class="p-1 rounded-md hover:bg-gray-100 hover:text-gray-700 dark:text-gray-400 dark:hover:bg-gray-700 dark:hover:text-gray-200 disabled:dark:hover:text-gray-400"><svg stroke="currentColor" fill="none" stroke-width="2" viewBox="0 0 24 24" stroke-linecap="round" stroke-linejoin="round" class="h-4 w-4" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M10 15v4a3 3 0 0 0 3 3l4-9V2H5.72a2 2 0 0 0-2 1.7l-1.38 9a2 2 0 0 0 2 2.3zm7-13h2.67A2.31 2.31 0 0 1 22 4v7a2.31 2.31 0 0 1-2.33 2H17"></path></svg></button></div></div></div></div></div><div class="w-full h-32 md:h-48 flex-shrink-0"></div></div>

app-code-blueprint's People

Contributors

cliffcrerar avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.