Media to Persona

1import { PersonaBuilder } from '@jamesaphoenix/persona-sdk';
2
3// Generate persona from a social media post
4const post = `Just crushed a 10k run this morning! 🏃‍♂️ 
5Feeling amazing. Time to refuel with a protein smoothie and 
6get some coding done. #morningrun #developerlife`;
7
8const persona = await PersonaBuilder.fromPost(post, {
9  apiKey: process.env.OPENAI_API_KEY,
10  platform: 'twitter' // Optional: twitter, instagram, linkedin
11});
12
13console.log(persona.toObject());
14// Result:
15// {
16//   name: 'Alex Chen',
17//   age: 28,
18//   occupation: 'Software Developer',
19//   interests: ['running', 'fitness', 'coding', 'healthy eating'],
20//   lifestyle: 'health-conscious, early riser, tech professional',
21//   personality: 'motivated, disciplined, achievement-oriented'
22// }

1// Generate persona from image analysis
2const imageUrl = 'https://example.com/user-photo.jpg';
3
4const persona = await PersonaBuilder.fromImage(imageUrl, {
5  apiKey: process.env.OPENAI_API_KEY,
6  analyzeFor: ['demographics', 'interests', 'lifestyle']
7});
8
9// Or from local file
10const persona = await PersonaBuilder.fromImageFile('./photo.jpg', {
11  apiKey: process.env.OPENAI_API_KEY
12});
13
14// Batch processing for multiple images
15const photos = ['photo1.jpg', 'photo2.jpg', 'photo3.jpg'];
16const personas = await PersonaBuilder.fromImages(photos, {
17  apiKey: process.env.OPENAI_API_KEY,
18  groupAnalysis: true // Analyze as a cohesive group
19});

1import { MediaAnalyzer, PersonaBuilder } from '@jamesaphoenix/persona-sdk';
2
3// Analyze multiple content pieces from one user
4const analyzer = new MediaAnalyzer({
5  apiKey: process.env.OPENAI_API_KEY
6});
7
8// Add various media types
9analyzer.addPost('Love exploring new coffee shops while working on my startup!');
10analyzer.addImage('workspace-photo.jpg');
11analyzer.addPost('Just launched our MVP! 3 months of hard work paying off 🚀');
12analyzer.addBio('Entrepreneur | Coffee Enthusiast | Building the future');
13
14// Generate comprehensive persona
15const persona = await analyzer.generatePersona({
16  confidence: 'high', // Require high confidence in attributes
17  includeInferred: true // Include inferred attributes
18});
19
20console.log(persona.toObject());
21// Result includes deep insights from all media sources

1const persona = await PersonaBuilder.fromPost(content, {
2  apiKey: process.env.OPENAI_API_KEY,
3  
4  // Analysis options
5  extractSentiment: true,
6  detectPersonality: true,
7  inferDemographics: true,
8  
9  // Confidence thresholds
10  minConfidence: 0.7,
11  requireExplicitMentions: false,
12  
13  // Context hints
14  domain: 'fitness', // Help focus the analysis
15  ageRange: [20, 40], // Constrain demographics
16  
17  // Output control
18  includeRawAnalysis: true,
19  generateBackground: true
20});
21
22// Access detailed analysis
23console.log(persona.attributes.sentiment); // positive, neutral, negative
24console.log(persona.attributes.personalityTraits); // Big 5 traits
25console.log(persona.attributes.confidence); // Confidence scores