Constructing 5 Easy Apps utilizing LlamaCoder

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

LlamaCoder by Collectively AI is one such device. It permits customers to create spectacular functions with only a few clicks through the use of easy prompts. On this article, I’ll exhibit how you can 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 complete 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 complete app from a immediate utilizing Llama 3.1 405B.

In simply over a month since its launch, LlamaCoder has turn into successful, gaining greater than 2,000 GitHub stars, with a whole bunch 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 assist studying by interactive prompts.
• TurboSeek: An AI-powered search engine that enhances data retrieval.

These examples exhibit how Llama fashions have pushed the boundaries of open-source massive language fashions (LLMs). Llama fashions rival the efficiency of high closed-source fashions whereas integrating security instruments to make sure accountable improvement.

Use LlamaCoder?

• Go to the Web site: Go to the LlamaCoder App construct. 
• Describe Your App: Begin by sharing the main points 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 presents a variety of fashions, together with the Llama 3.1 45B and 70B fashions. Amongst these, the 45B mannequin is beneficial resulting from its optimum efficiency. 
• Generate Code: LlamaCoder’s superior AI will routinely generate an entire React codebase primarily based in your enter, supplying you with a practical basis to work with.
• Refine and Iterate: Overview the generated code and make any needed changes or tweaks. You’ll be able to refine the code to suit your precise necessities.
• Construct and Deploy: When you’re happy with the code, construct and deploy your totally practical utility, bringing your imaginative and prescient to life with minimal effort.

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

Tic Tac Toe

Immediate: Create a tic tac toe sport. 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": "latest", "recharts": "2.9.0", "react-router-dom": "latest", 
"@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": {
    "@types/react": "^18.0.0", "@types/react-dom": "^18.0.0", "typescript": "^4.0.0"
  },
  "main": "/index.tsx"
}

App Preview

Revealed App | View and Run Code

Sudoku 

Immediate: Create a primary Sudoku app the place customers can fill in a 9×9 grid with numbers from 1 to 9. The app ought to test if the numbers are accurately positioned in line with the foundations of Sudoku. It also needs to 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": "latest", "recharts": "2.9.0", "react-router-dom": "latest", 
    "@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": {
    "@types/react": "^18.0.0", "@types/react-dom": "^18.0.0", "typescript": "^4.0.0"
  },
  "main": "/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": "latest", "recharts": "2.9.0", "react-router-dom": "latest", 
    "@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": {
    "@types/react": "^18.0.0", "@types/react-dom": "^18.0.0", "typescript": "^4.0.0"
  },
  "main": "/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": "latest", "recharts": "2.9.0", "react-router-dom": "latest", 
    "@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": {
    "@types/react": "^18.0.0", "@types/react-dom": "^18.0.0", "typescript": "^4.0.0"
  },
  "main": "/index.tsx"
}

App Preview

Revealed App | View and Run Code

Minesweeper

Immediate: Create a minesweeper sport.

Generated Code 

{
  "dependencies": {
    "react": "^18.0.0", "react-dom": "^18.0.0", "react-scripts": "^4.0.0", 
    "lucide-react": "latest", "recharts": "2.9.0", "react-router-dom": "latest", 
    "@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": {
    "@types/react": "^18.0.0", "@types/react-dom": "^18.0.0", "typescript": "^4.0.0"
  },
  "main": "/index.tsx"
}

App Preview

Revealed App | View and Run the Code

Host LlamaCoder Domestically? 

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

• Clone the LlamaCoder repository to your pc.Open the cloned folder and create an .env file.
• Add your Collectively AI API key to the .env file. You’ll be able to create yout account right here.
• You may 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 appliance 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 appliance with npm run dev.

Additionally Learn: 12 Greatest AI Code Turbines You Ought to Attempt

Finish Observe

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

Whether or not hosted regionally or through the Collectively AI platform, LlamaCoder gives an accessible method for anybody to deliver their app concepts to life. This device 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? Attempt 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 effectively versed in search engine optimization Administration, Key phrase Operations, Internet Content material Writing, Communication, Content material Technique, Modifying, and Writing.