Digital archive methodology Patterns for building production-quality digital archives with AI-powered analysis and knowledge graph construction. Archive architecture Multi-source integration pattern Unified schema design AI-powered categorization Taxonomy-based classification json fences — the markdown-stripping fallback # in parse response() is kept as defense-in-depth for older # models that still wrap output. response = self.client.models.generate content( model=self.model, contents=prompt, config=types.GenerateContentConfig( response mime type='application/json', ), ) result = self. parse…