Learn how to build an AI tool Twitter bio generator using Next.js and Groq. We’ll leverage the power of ShadCn UI components, Magic UI components, and Llama 3 & Mistral models, all seamlessly integrated using the Groq LLM provide
- Leverage Llama 3 8 billion model with Groq LLM provider for generating Twitter bios, adjusting creativity via temperature slider (0-2).
- Utilize Vercel AI SDK’s generateText function to seamlessly integrate AI-powered bio generation based on user input.
- Implement account type (personal/brand) and tone (e.g., funny, professional) selection for tailored bio generation.
UI Components and Styling
- Combine ShadCN UI and Magic UI components with Tailwind CSS for a responsive and visually appealing interface.
- Employ Magic UI’s Grid for background, Animated Gradient Text for buttons, and Lucid React library for icons.
- Use Magic UI’s border beam component to create a loading animation controlled by the output’s loading state.
Form Handling and Validation
- Define form schema using Zod to validate fields like model, temperature, content length (50-400 chars), type, and tone.
- Implement react-hook-form with Zod resolver for type-safe and validated form handling, including model temperature adjustment.
- Add a switch component from ShadCN UI for tone selection, passing the value to update the output.
Server-Side Integration
- Configure Groq API key in .env.local and create a generateBio server action to handle bio generation requests.
- Use the useServer directive to create server actions in separate files, importing them into client components for form submissions.
- Implement useEffect hook to call the server action and update the output state with generated bio options.
State Management and Context
- Create a bioContext using React’s createContext to provide output and loading state to child components.
- Use useContext hook to access output and loading state in the output component for displaying generated bios.
Responsive Design and User Experience
- Apply Tailwind CSS classes for responsive design, adjusting padding, text size, and grid layout based on screen size.
- Add a copy button to each generated bio for easy clipboard copying.
System Prompt and Model Configuration
- Craft a detailed system prompt in the Groq playground to define AI chatbot behavior and select appropriate model and token length.
- Optimize the system prompt to improve the quality and relevance of generated Twitter bios.