amplify-category-predictions

/* --- CLI Setup (Run in your terminal) --- */ # Install the Amplify CLI globally npm install -g @aws-amplify/cli # Configure the CLI with your AWS account (interactive flow) amplify configure # Initialize a new Amplify project mkdir my-predictions-app cd my-predictions-app amplify init # Follow prompts: choose frontend, framework, project name, environment # Add the Predictions category (interactive flow) amplify add predictions # Prompts example: # ? Please select from one of the categories below: Convert # ? What would you like to convert?: translateText # ? Would you like to allow unauthenticated users to use this category?: No # ? Who should have access?: Auth users only # ? What is the default language?: English # ? What other languages do you want to support?: Spanish, French # Deploy your backend resources to AWS amplify push /* --- Client-Side Usage (e.g., src/App.js or src/main.ts) --- */ import { Amplify } from 'aws-amplify'; import { Predictions } from 'aws-amplify'; // Or 'import { Predictions } from '@aws-amplify/predictions'; import amplifyconfig from './amplifyconfiguration.json'; // Ensure this file exists after `amplify push` // Configure Amplify with your backend details Amplify.configure(amplifyconfig); async function translateExample() { try { const textToTranslate = 'Hello, how are you?'; console.log(`Translating: "${textToTranslate}"`); const result = await Predictions.convert({ translateText: { source: { text: textToTranslate, language: 'en' // Source language }, targetLanguage: 'es' // Target language } }); console.log('Translated text (Spanish):', result.text); const resultFrench = await Predictions.convert({ translateText: { source: { text: textToTranslate, language: 'en' }, targetLanguage: 'fr' } }); console.log('Translated text (French):', resultFrench.text); } catch (error) { console.error('Error during translation:', error); } } translateExample(); // Example for identifying text in an image (requires appropriate backend config) /* async function identifyTextInImage(file: File) { try { const result = await Predictions.identify({ text: { source: { file }, format: 'PLAIN' // or 'FORM', 'TABLE', 'ALL' } }); console.log('Detected text:', result.text.fullText); } catch (error) { console.error('Error identifying text:', error); } } */