Coding has been a problem for individuals with no 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 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 software. It permits customers to create spectacular functions with just some clicks by utilizing easy prompts. On this article, I’ll exhibit methods 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 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 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 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 by 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 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 info retrieval.
These examples exhibit 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.
The right way to 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 affords a spread of fashions, together with the Llama 3.1 45B and 70B fashions. Amongst these, the 45B mannequin is advisable 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: Assessment the generated code and make any essential changes or tweaks. You may 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": "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"
},
"major": "/index.tsx"
}
App Preview
Printed 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 verify if the numbers are accurately positioned in keeping with the foundations 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"
},
"major": "/index.tsx"
}
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": {
"@varieties/react": "^18.0.0", "@varieties/react-dom": "^18.0.0", "typescript": "^4.0.0"
},
"major": "/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": {
"@varieties/react": "^18.0.0", "@varieties/react-dom": "^18.0.0", "typescript": "^4.0.0"
},
"major": "/index.tsx"
}
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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": "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"
},
"major": "/index.tsx"
}
App Preview
Printed App | View and Run the Code
The right way to Host LlamaCoder Regionally?
Should you desire 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
.envfile. - Add your Collectively AI API key to the
.envfile. 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
.envfile and return to the terminal. - Run
npm set upto put in the mandatory dependencies. - Begin the appliance 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 appliance with npm run dev.
Additionally Learn: 12 Finest AI Code Turbines You Ought to Strive
Finish Be aware
LlamaCoder is revolutionizing the way in which each builders and non-technical customers method 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 through the Collectively AI platform, LlamaCoder offers an accessible manner for anybody to deliver their app concepts to life. This software 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 beneath!
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 properly versed in search engine optimisation Administration, Key phrase Operations, Net Content material Writing, Communication, Content material Technique, Enhancing, and Writing.