Coding has been a problem for individuals with no technical background for a very long time. Nonetheless, Generative AI is altering that. With the arrival 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 capabilities 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 just some clicks by utilizing easy prompts. On this article, I’ll reveal the right 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 whole 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 change into a hit, gaining greater than 2,000 GitHub stars, with a whole lot 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 via easy prompting, showcasing the facility 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 circumstances, showcasing its capabilities via a number of profitable functions. Collectively AI has constructed instance apps utilizing Llama 3.1, together with:
- LlamaTutor: An app designed to help studying via interactive prompts.
- TurboSeek: An AI-powered search engine that enhances data retrieval.
These examples reveal 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 improvement.
Easy methods to 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 provides a spread of fashions, together with the Llama 3.1 45B and 70B fashions. Amongst these, the 45B mannequin is really useful as a result of its optimum efficiency.
- Generate Code: LlamaCoder’s superior AI will routinely generate an entire React codebase based mostly in your enter, providing you with a useful basis to work with.
- Refine and Iterate: Evaluation the generated code and make any crucial changes or tweaks. You possibly can refine the code to suit your actual necessities.
- Construct and Deploy: When you’re happy with the code, construct and deploy your absolutely useful 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 totally 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": {
"@sorts/react": "^18.0.0",
"@sorts/react-dom": "^18.0.0",
"typescript": "^4.0.0"
},
"essential": "/index.tsx"
}
App Preview
Printed App | View and Run Code
Sudoku
Immediate: Create a primary Sudoku app the place customers can fill in a 6×6 grid with numbers from 1 to six. The app ought to examine if the numbers are accurately positioned based on the foundations of Sudoku. Add a reset button.
Generated Code
import React, { useState, Fragment } from 'react';
interface Board null;
isEditable: boolean;
const App = () => {
const [board, setBoard] = useState([
[{ value: 5, isEditable: false }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: 1, isEditable: false }, { value: null, isEditable: true }],
[{ value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: 6, isEditable: false }, { value: 2, isEditable: false }, { value: 3, isEditable: false }],
[{ value: null, isEditable: true }, { value: 3, isEditable: false }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }],
[{ value: 4, isEditable: false }, { value: 2, isEditable: false }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }],
[{ value: null, isEditable: true }, { value: null, isEditable: true }, { value: null, isEditable: true }, { value: 5, isEditable: false }, { value: null, isEditable: true }, { value: 6, isEditable: false }],
[{ value: null, isEditable: true }, { value: null, isEditable: true }, { value: 6, isEditable: false }, { value: 3, isEditable: false }, { value: null, isEditable: true }, { value: null, isEditable: true }],
]);
const handleInputChange = (rowIndex: quantity, colIndex: quantity, worth: string) => {
const newBoard = [...board];
const newRow = [...newBoard[rowIndex]];
newRow[colIndex] = { worth: worth === '' ? null : parseInt(worth), isEditable: true };
newBoard[rowIndex] = newRow;
setBoard(newBoard);
};
return (
);
};
export default App;
App Preview
Printed App | View and Run Code
Flames Recreation
Immediate: Construct a Flames Recreation 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": {
"@sorts/react": "^18.0.0",
"@sorts/react-dom": "^18.0.0",
"typescript": "^4.0.0"
},
"essential": "/index.tsx"
}
App Preview
Printed 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": {
"@sorts/react": "^18.0.0",
"@sorts/react-dom": "^18.0.0",
"typescript": "^4.0.0"
},
"essential": "/index.tsx"
}
App Preview
Printed 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": {
"@sorts/react": "^18.0.0",
"@sorts/react-dom": "^18.0.0",
"typescript": "^4.0.0"
},
"essential": "/index.tsx"
}
App Preview
Printed App | View and Run the Code
Easy methods to Host LlamaCoder Regionally?
In case you favor to run LlamaCoder regionally as an alternative of utilizing the hosted model, comply with these steps:
- Clone the LlamaCoder repository to your pc.Open the cloned folder and create an
.envfile. - Add your Collectively AI API key to the
.envfile. You possibly can 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
.envfile and return to the terminal. - Run
npm set upto put in the mandatory dependencies. - Begin the applying with
npm run dev.
Use the next code for API name:
from collectively import Collectively
shopper = Collectively()
completion = shopper.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 Attempt
Finish Be aware
LlamaCoder is revolutionizing the best way each builders and non-technical customers method app improvement.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 supplies an accessible manner for anybody to deliver their app concepts to life. This device showcases how generative AI is reworking 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 nicely versed in search engine optimization Administration, Key phrase Operations, Net Content material Writing, Communication, Content material Technique, Modifying, and Writing.
