Build a Full-Stack App with Cursor AI, DeepSeek R1, Sambanova, and Firebase 🚀

Table of Contents

🔑 Core Components: AI, Backend, Frontend, and Efficiency

In this project, we leverage tools like Sambanova’s AI model DeepSeek R1, Firebase for backend services, and React for frontend development using Cursor AI as our code editor. The emphasis is on efficient integration to create a live website that converts user prompts into detailed screenplay outputs.

Why this matters:

Artificial Intelligence Tools like DeepSeek R1 reduce manual effort and speed up creative processes.
Open-Source Frameworks such as React allow customization and scalability without major cost barriers.
Live Deployment with Firebase ensures your app isn’t confined to your local machine—it’s accessible worldwide.

🛠️ Step-by-Step Development Process

1. Setting Up the Basics with Cursor AI

🎯 What is Cursor AI?
Cursor AI is the IDE (Integrated Development Environment) used for this project. What makes it special is its AI-guided coding capability, allowing you to troubleshoot and automate development tasks as you build.

💡 Tip: Whether using Cursor or other common IDEs like VS Code, the steps outlined here are transferable across platforms.

How to Start:

Create Your Project Folder: Use the terminal command mkdir [project-name] to form a directory.
Initialize Files: Open the folder in Cursor AI for structured organization.
Setup React Frontend: Execute npx create-react-app . to spin up your app template.
If Node.js isn’t installed yet, refer to Google Doc Instructions.

👉 Pro Insight: React is open-source and widely supported, perfect for creating interactive user interfaces.

2. Integrating Firebase Backend

🎯 Why Firebase?
Firebase is a robust backend-as-a-service tool, designed to manage databases, authentication, and hosting.

Steps:

Create a Firebase Project:

Navigate to Firebase Console.
Choose “Add Project” -> Name it (e.g., “SimpleScript”).
Opt for Firebase Hosting for live deployment.

Initialize Backend:

Run npm install firebase.
Create a file firebaseConfig.js to store key configurations securely.
Deploy hosting with npm install -g firebase-tools and firebase deploy.

🛠️ Quick Tip: Keep your sensitive variables, such as API keys, outside the source directory in an .env file.

3. Incorporating Sambanova’s DeepSeek R1 API

🎯 About Sambanova’s DeepSeek R1:
This AI model provides rapid inference capabilities with minimal latency. For this project, the completion endpoint is used to generate screenplay scripts.

Getting Started:

Sign up and Generate API Key:

Visit Sambanova API Docs.
Secure your API key and store it privately.

Connect with React Frontend:

Add system instructions to format AI outputs (e.g., all caps for character names, indented dialogues, etc.).
Send API calls via a POST request.
Use tools like React Markdown for clean front-end formatting.

💡 Pro Tip: Use the .env file for storing your API key:

   REACT_APP_SECRET_KEY = "your_api_key_here"

📝 Example Prompt for Testing:
“Create a fantasy scene in a screenplay format where a knight argues with an elf beside a glowing portal.”

4. Designing a Functional Frontend

🎯 Focus: Enhancing the user experience.

Use Example Prompts: Implement dynamic sections showing sample inputs for inspiration.
Live Updates: Every 30 seconds, cycle through new example prompts.
Markdown Rendering: Install the React Markdown package for visually appealing, formatted outputs:

   npm install react-markdown

🎨 Practical Tip: Style buttons, add navigation bars, and use semantic headers to provide a professional feel.

5. Deploying the App for Public Use

🎯 Firebase Hosting Deployment:
Run the following commands:

npm run build
firebase deploy

Deployed App Link: Your website link (accessible globally) can be found under Firebase Hosting settings.

🔥 Output Example
Here’s what happens when the user enters a screenplay prompt:

The AI generates a high-quality, scene-ready screenplay in markdown format.
Bold headings, indented dialogues, and camera directions reflect an industry-standard script layout.

Sample Result:

EXT. GLOWING PORTAL – NIGHT  
The sky bleeds violet and gold. A crumbling stone archway hums with energy...  
GRICK: (rasping) “You think salvation exists beyond? Foolishness!"  
LIRA: (fiery) "Your curse isn't magic—it's cowardice!”  
[Camera pans to Grick's trembling sword hand.]

💡 Key Takeaways

Frontend Precision
React allows you to combine clean design with dynamic functionality. For movie scripts, markdown formatting ensures a polished user experience.
API Optimization
Through Sambanova’s fast DeepSeek R1 endpoint, AI responses are generated with remarkable speed—perfect for live applications.
Backend Integration
Firebase simplifies hosting and user data management, reducing development overhead.

📚 Resource Toolbox

Here are some essential links to help you replicate or refine this app:

Sambanova AI API Documentation
https://docs.sambanova.ai/cloud/api-reference/endpoints/chat
Comprehensive details on endpoints, parameters, and API integration.
Google Firebase Hosting
https://firebase.google.com/
Setup a live, global website for free using Firebase.
React JS Documentation
https://reactjs.org/docs/getting-started.html
Learn how to structure your React frontend effectively.
React Markdown Integration
https://github.com/remarkjs/react-markdown
Render Markdown elements seamlessly into your React app.
DeepSeek R1 Access
https://fnf.dev/41K9ZOK
Sign up and gain access to the powerful R1 AI model.
Cursor AI Official Website
https://www.cursor.so/
Next-gen AI-powered code editor for safer coding.

🚀 Final Thoughts

Building a full-stack application from scratch requires some effort but is definitely approachable in the current AI-driven era. Tools like Sambanova, Firebase, and React enable anyone, even beginners, to bring powerful ideas to life. With this app, you can now quickly generate film scripts based on creative prompts. Whether you’re a filmmaker seeking inspiration or a tech enthusiast wanting to learn, this stack is endlessly versatile.

So, the next time you’re brainstorming, remember: Code doesn’t have to begin with perfection—it just needs logic to get started. 😊