Constructing 5 Easy Apps utilizing LlamaCoder

Coding has been a problem for individuals and not using a technical background for a very long time. Nevertheless, Generative AI is altering that. With the arrival of GenAI instruments, the hole between the coding world and non-tech people is shrinking daily. These instruments not solely give non-technical customers the chance to experiment with constructing fundamental code features but in addition simplify the coding course of for builders.

LlamaCoder by Collectively AI is one such instrument. It permits customers to create spectacular functions with only a few clicks by utilizing easy prompts. On this article, I’ll display the best way to use LlamaCoder to construct 5 easy functions. 

Let’s get began!

What’s LlamaCoder?

Collectively AI –  main AI acceleration cloud, empowers builders and companies to seamlessly design, develop, and handle their total generative AI lifecycle utilizing open-source fashions like Llama. To encourage builders working with Llama, Collectively AI constructed LlamaCoder—an open-source internet app that permits customers to generate a whole app from a immediate utilizing Llama 3.1 405B.

In simply over a month since its launch, LlamaCoder has change into successful, gaining greater than 2,000 GitHub stars, with lots of of builders cloning the repository. Over 200,000 apps have already been generated utilizing LlamaCoder. Customers are creating quiz apps, pomodoro timers, budgeting instruments, and extra, all by easy prompting, showcasing the ability of Llama 3.1 405B.

Tech Stack

• Llama 3.1 405B from Meta for the LLM
• Collectively AI for LLM inference
• Sandpack for the code sandbox
• Subsequent.js app router with Tailwind
• Helicone for observability
• Believable for web site analytics

LlamaCoder Examples 

Llama 3.1 405B was the primary open-source mannequin to excel in particular coding use instances, showcasing its capabilities by a number of profitable functions. Collectively AI has constructed instance apps utilizing Llama 3.1, together with:

• LlamaTutor: An app designed to help studying by interactive prompts.
• TurboSeek: An AI-powered search engine that enhances data retrieval.

These examples display how Llama fashions have pushed the boundaries of open-source giant language fashions (LLMs). Llama fashions rival the efficiency of prime closed-source fashions whereas integrating security instruments to make sure accountable growth.

How you can Use LlamaCoder?

• Go to the Web site: Go to the LlamaCoder App construct. 
• Describe Your App: Begin by sharing the small print of what your app ought to do and the options you need. Present a easy immediate outlining the performance you envision.
• Selecting the Moder: LlamaCoder gives a spread of fashions, together with the Llama 3.1 45B and 70B fashions. Amongst these, the 45B mannequin is advisable attributable to its optimum efficiency. 
• Generate Code: LlamaCoder’s superior AI will mechanically generate a whole React codebase based mostly in your enter, providing you with a purposeful basis to work with.
• Refine and Iterate: Overview the generated code and make any needed changes or tweaks. You may refine the code to suit your actual necessities.
• Construct and Deploy: When you’re happy with the code, construct and deploy your totally purposeful software, bringing your imaginative and prescient to life with minimal effort.

Now, let’s strive utilizing LlamaCoder for constructing 5 easy apps!

Tic Tac Toe

Immediate: Create a tic tac toe recreation. Use completely different colours for participant o and x.

Generated Code 

{
  "dependencies": {
    "react": "^18.0.0", 
    "react-dom": "^18.0.0", 
    "react-scripts": "^4.0.0", 
    "lucide-react": "newest", 
    "recharts": "2.9.0", 
    "react-router-dom": "newest", 
    "@radix-ui/react-accordion": "^1.2.0", 
    "@radix-ui/react-alert-dialog": "^1.1.1", 
    "@radix-ui/react-aspect-ratio": "^1.1.0", 
    "@radix-ui/react-avatar": "^1.1.0", 
    "@radix-ui/react-checkbox": "^1.1.1", 
    "@radix-ui/react-collapsible": "^1.1.0", 
    "@radix-ui/react-dialog": "^1.1.1", 
    "@radix-ui/react-dropdown-menu": "^2.1.1", 
    "@radix-ui/react-hover-card": "^1.1.1", 
    "@radix-ui/react-label": "^2.1.0", 
    "@radix-ui/react-menubar": "^1.1.1", 
    "@radix-ui/react-navigation-menu": "^1.2.0", 
    "@radix-ui/react-popover": "^1.1.1", 
    "@radix-ui/react-progress": "^1.1.0", 
    "@radix-ui/react-radio-group": "^1.2.0", 
    "@radix-ui/react-select": "^2.1.1", 
    "@radix-ui/react-separator": "^1.1.0", 
    "@radix-ui/react-slider": "^1.2.0", 
    "@radix-ui/react-slot": "^1.1.0", 
    "@radix-ui/react-switch": "^1.1.0", 
    "@radix-ui/react-tabs": "^1.1.0", 
    "@radix-ui/react-toast": "^1.2.1", 
    "@radix-ui/react-toggle": "^1.1.0", 
    "@radix-ui/react-toggle-group": "^1.1.0", 
    "@radix-ui/react-tooltip": "^1.1.2", 
    "class-variance-authority": "^0.7.0", 
    "clsx": "^2.1.1", 
    "date-fns": "^3.6.0", 
    "embla-carousel-react": "^8.1.8", 
    "react-day-picker": "^8.10.1", 
    "tailwind-merge": "^2.4.0", 
    "tailwindcss-animate": "^1.0.7", 
    "vaul": "^0.9.1"
  },
  "devDependencies": {
    "@varieties/react": "^18.0.0", 
    "@varieties/react-dom": "^18.0.0", 
    "typescript": "^4.0.0"
  },
  "most important": "/index.tsx"
}

App Preview

Revealed App | View and Run Code

Sudoku 

Immediate: Create a fundamental Sudoku app the place customers can fill in a 9×9 grid with numbers from 1 to 9. The app ought to examine if the numbers are accurately positioned in response to the principles of Sudoku. It must also have a reset button and an choice to get a brand new puzzle. 

Generated Code

{
  "dependencies": {
    "react": "^18.0.0",
    "react-dom": "^18.0.0",
    "react-scripts": "^4.0.0",
    "lucide-react": "newest",
    "recharts": "2.9.0",
    "react-router-dom": "newest",
    "@radix-ui/react-accordion": "^1.2.0",
    "@radix-ui/react-alert-dialog": "^1.1.1",
    "@radix-ui/react-aspect-ratio": "^1.1.0",
    "@radix-ui/react-avatar": "^1.1.0",
    "@radix-ui/react-checkbox": "^1.1.1",
    "@radix-ui/react-collapsible": "^1.1.0",
    "@radix-ui/react-dialog": "^1.1.1",
    "@radix-ui/react-dropdown-menu": "^2.1.1",
    "@radix-ui/react-hover-card": "^1.1.1",
    "@radix-ui/react-label": "^2.1.0",
    "@radix-ui/react-menubar": "^1.1.1",
    "@radix-ui/react-navigation-menu": "^1.2.0",
    "@radix-ui/react-popover": "^1.1.1",
    "@radix-ui/react-progress": "^1.1.0",
    "@radix-ui/react-radio-group": "^1.2.0",
    "@radix-ui/react-select": "^2.1.1",
    "@radix-ui/react-separator": "^1.1.0",
    "@radix-ui/react-slider": "^1.2.0",
    "@radix-ui/react-slot": "^1.1.0",
    "@radix-ui/react-switch": "^1.1.0",
    "@radix-ui/react-tabs": "^1.1.0",
    "@radix-ui/react-toast": "^1.2.1",
    "@radix-ui/react-toggle": "^1.1.0",
    "@radix-ui/react-toggle-group": "^1.1.0",
    "@radix-ui/react-tooltip": "^1.1.2",
    "class-variance-authority": "^0.7.0",
    "clsx": "^2.1.1",
    "date-fns": "^3.6.0",
    "embla-carousel-react": "^8.1.8",
    "react-day-picker": "^8.10.1",
    "tailwind-merge": "^2.4.0",
    "tailwindcss-animate": "^1.0.7",
    "vaul": "^0.9.1"
  },
  "devDependencies": {
    "@varieties/react": "^18.0.0",
    "@varieties/react-dom": "^18.0.0",
    "typescript": "^4.0.0"
  },
  "most important": "/index.tsx"
}

App Preview

Revealed App | View and Run Code

Flames Sport

Immediate: Construct a Flames Sport with a button to calculate flames.

Generated Code 

{
  "dependencies": {
    "react": "^18.0.0",
    "react-dom": "^18.0.0",
    "react-scripts": "^4.0.0",
    "lucide-react": "newest",
    "recharts": "2.9.0",
    "react-router-dom": "newest",
    "@radix-ui/react-accordion": "^1.2.0",
    "@radix-ui/react-alert-dialog": "^1.1.1",
    "@radix-ui/react-aspect-ratio": "^1.1.0",
    "@radix-ui/react-avatar": "^1.1.0",
    "@radix-ui/react-checkbox": "^1.1.1",
    "@radix-ui/react-collapsible": "^1.1.0",
    "@radix-ui/react-dialog": "^1.1.1",
    "@radix-ui/react-dropdown-menu": "^2.1.1",
    "@radix-ui/react-hover-card": "^1.1.1",
    "@radix-ui/react-label": "^2.1.0",
    "@radix-ui/react-menubar": "^1.1.1",
    "@radix-ui/react-navigation-menu": "^1.2.0",
    "@radix-ui/react-popover": "^1.1.1",
    "@radix-ui/react-progress": "^1.1.0",
    "@radix-ui/react-radio-group": "^1.2.0",
    "@radix-ui/react-select": "^2.1.1",
    "@radix-ui/react-separator": "^1.1.0",
    "@radix-ui/react-slider": "^1.2.0",
    "@radix-ui/react-slot": "^1.1.0",
    "@radix-ui/react-switch": "^1.1.0",
    "@radix-ui/react-tabs": "^1.1.0",
    "@radix-ui/react-toast": "^1.2.1",
    "@radix-ui/react-toggle": "^1.1.0",
    "@radix-ui/react-toggle-group": "^1.1.0",
    "@radix-ui/react-tooltip": "^1.1.2",
    "class-variance-authority": "^0.7.0",
    "clsx": "^2.1.1",
    "date-fns": "^3.6.0",
    "embla-carousel-react": "^8.1.8",
    "react-day-picker": "^8.10.1",
    "tailwind-merge": "^2.4.0",
    "tailwindcss-animate": "^1.0.7",
    "vaul": "^0.9.1"
  },
  "devDependencies": {
    "@varieties/react": "^18.0.0",
    "@varieties/react-dom": "^18.0.0",
    "typescript": "^4.0.0"
  },
  "most important": "/index.tsx"
}

App Preview

Revealed App | Run and View Code

Quiz 

Immediate: Create a ten questions quiz on the meals chain. 

Generated Code 

{
  "dependencies": {
    "react": "^18.0.0",
    "react-dom": "^18.0.0",
    "react-scripts": "^4.0.0",
    "lucide-react": "newest",
    "recharts": "2.9.0",
    "react-router-dom": "newest",
    "@radix-ui/react-accordion": "^1.2.0",
    "@radix-ui/react-alert-dialog": "^1.1.1",
    "@radix-ui/react-aspect-ratio": "^1.1.0",
    "@radix-ui/react-avatar": "^1.1.0",
    "@radix-ui/react-checkbox": "^1.1.1",
    "@radix-ui/react-collapsible": "^1.1.0",
    "@radix-ui/react-dialog": "^1.1.1",
    "@radix-ui/react-dropdown-menu": "^2.1.1",
    "@radix-ui/react-hover-card": "^1.1.1",
    "@radix-ui/react-label": "^2.1.0",
    "@radix-ui/react-menubar": "^1.1.1",
    "@radix-ui/react-navigation-menu": "^1.2.0",
    "@radix-ui/react-popover": "^1.1.1",
    "@radix-ui/react-progress": "^1.1.0",
    "@radix-ui/react-radio-group": "^1.2.0",
    "@radix-ui/react-select": "^2.1.1",
    "@radix-ui/react-separator": "^1.1.0",
    "@radix-ui/react-slider": "^1.2.0",
    "@radix-ui/react-slot": "^1.1.0",
    "@radix-ui/react-switch": "^1.1.0",
    "@radix-ui/react-tabs": "^1.1.0",
    "@radix-ui/react-toast": "^1.2.1",
    "@radix-ui/react-toggle": "^1.1.0",
    "@radix-ui/react-toggle-group": "^1.1.0",
    "@radix-ui/react-tooltip": "^1.1.2",
    "class-variance-authority": "^0.7.0",
    "clsx": "^2.1.1",
    "date-fns": "^3.6.0",
    "embla-carousel-react": "^8.1.8",
    "react-day-picker": "^8.10.1",
    "tailwind-merge": "^2.4.0",
    "tailwindcss-animate": "^1.0.7",
    "vaul": "^0.9.1"
  },
  "devDependencies": {
    "@varieties/react": "^18.0.0",
    "@varieties/react-dom": "^18.0.0",
    "typescript": "^4.0.0"
  },
  "most important": "/index.tsx"
}

App Preview

Revealed App | View and Run Code

Minesweeper

Immediate: Create a minesweeper recreation.

Generated Code 

{
  "dependencies": {
    "react": "^18.0.0",
    "react-dom": "^18.0.0",
    "react-scripts": "^4.0.0",
    "lucide-react": "newest",
    "recharts": "2.9.0",
    "react-router-dom": "newest",
    "@radix-ui/react-accordion": "^1.2.0",
    "@radix-ui/react-alert-dialog": "^1.1.1",
    "@radix-ui/react-aspect-ratio": "^1.1.0",
    "@radix-ui/react-avatar": "^1.1.0",
    "@radix-ui/react-checkbox": "^1.1.1",
    "@radix-ui/react-collapsible": "^1.1.0",
    "@radix-ui/react-dialog": "^1.1.1",
    "@radix-ui/react-dropdown-menu": "^2.1.1",
    "@radix-ui/react-hover-card": "^1.1.1",
    "@radix-ui/react-label": "^2.1.0",
    "@radix-ui/react-menubar": "^1.1.1",
    "@radix-ui/react-navigation-menu": "^1.2.0",
    "@radix-ui/react-popover": "^1.1.1",
    "@radix-ui/react-progress": "^1.1.0",
    "@radix-ui/react-radio-group": "^1.2.0",
    "@radix-ui/react-select": "^2.1.1",
    "@radix-ui/react-separator": "^1.1.0",
    "@radix-ui/react-slider": "^1.2.0",
    "@radix-ui/react-slot": "^1.1.0",
    "@radix-ui/react-switch": "^1.1.0",
    "@radix-ui/react-tabs": "^1.1.0",
    "@radix-ui/react-toast": "^1.2.1",
    "@radix-ui/react-toggle": "^1.1.0",
    "@radix-ui/react-toggle-group": "^1.1.0",
    "@radix-ui/react-tooltip": "^1.1.2",
    "class-variance-authority": "^0.7.0",
    "clsx": "^2.1.1",
    "date-fns": "^3.6.0",
    "embla-carousel-react": "^8.1.8",
    "react-day-picker": "^8.10.1",
    "tailwind-merge": "^2.4.0",
    "tailwindcss-animate": "^1.0.7",
    "vaul": "^0.9.1"
  },
  "devDependencies": {
    "@varieties/react": "^18.0.0",
    "@varieties/react-dom": "^18.0.0",
    "typescript": "^4.0.0"
  },
  "most important": "/index.tsx"
}

App Preview

Revealed App | View and Run the Code

How you can Host LlamaCoder Domestically? 

In the event you choose to run LlamaCoder regionally as an alternative of utilizing the hosted model, comply with these steps:

• Clone the LlamaCoder repository to your laptop.Open the cloned folder and create an .env file.
• Add your Collectively AI API key to the .env file. You may create yout account right here.
• You will get this key by signing up on the Collectively AI web site, which incorporates 5 free credit.
• Save the .env file and return to the terminal.
• Run npm set up to put in the mandatory dependencies.
• Begin the applying with npm run dev.

Use the next code for API name:

from collectively import Collectively

consumer = Collectively()

completion = consumer.chat.completions.create(
  mannequin="meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo",
  messages=[{"role": "user", "content": "What are the top 3 things to do in New York?"}],
)

Begin the applying with npm run dev.

Additionally Learn: 12 Finest AI Code Mills You Ought to Strive

Finish Be aware

LlamaCoder is revolutionizing the way in which each builders and non-technical customers strategy app growth.The rise of open-source AI instruments like LlamaCoder permits for quicker innovation, empowering builders with full management over their information and fashions whereas fostering creativity. 

Whether or not hosted regionally or by way of the Collectively AI platform, LlamaCoder offers an accessible means for anybody to convey their app concepts to life. This instrument showcases how generative AI is remodeling the way forward for coding, empowering customers to maneuver from idea to deployment with ease.

Able to see what LlamaCoder can do? Strive it out and share your app hyperlink within the feedback under!

For extra such informative content material on Generative AI, keep tuned to Analytics Vidhya Blogs!

Hiya, I’m Nitika, a tech-savvy Content material Creator and Marketer. Creativity and studying new issues come naturally to me. I’ve experience in creating result-driven content material methods. I’m nicely versed in search engine optimisation Administration, Key phrase Operations, Internet Content material Writing, Communication, Content material Technique, Enhancing, and Writing.