feat: Add Content Generation Engine v2 with quality scoring
Major improvements to AI content generation: ## New Components (app/services/ai/) - PromptLibrary: YAML-based prompt templates with inheritance - ContextEngine: Anti-repetition and best performers tracking - ContentGeneratorV2: Enhanced generation with dynamic parameters - PlatformAdapter: Platform-specific content adaptation - ContentValidator: AI-powered quality scoring (0-100) ## Prompt Library (app/prompts/) - 3 personalities: default, educational, promotional - 5 templates: tip_tech, product_post, service_post, thread, response - 4 platform configs: x, threads, instagram, facebook - Few-shot examples by category: ia, productividad, seguridad ## Database Changes - New table: content_memory (tracks generated content) - New columns in posts: quality_score, score_breakdown, generation_attempts ## New API Endpoints (/api/v2/generate/) - POST /generate - Generation with quality check - POST /generate/batch - Batch generation - POST /quality/evaluate - Evaluate content quality - GET /templates, /personalities, /platforms - List configs ## Celery Tasks - update_engagement_scores (every 6h) - cleanup_old_memory (monthly) - refresh_best_posts_yaml (weekly) ## Tests - Comprehensive tests for all AI engine components Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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app/services/ai/__init__.py
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app/services/ai/__init__.py
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"""
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AI Services - Content Generation Engine v2.0
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Este módulo contiene los componentes del motor de generación de contenido:
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- PromptLibrary: Carga y renderiza prompts desde YAML
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- ContextEngine: Anti-repetición y selección de best performers
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- ContentGeneratorV2: Interfaz mejorada con DeepSeek
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- PlatformAdapter: Adapta contenido por plataforma
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- ContentValidator: Validación y scoring con IA
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"""
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from app.services.ai.prompt_library import PromptLibrary
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from app.services.ai.context_engine import ContextEngine
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from app.services.ai.generator import ContentGeneratorV2
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from app.services.ai.platform_adapter import PlatformAdapter
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from app.services.ai.validator import ContentValidator
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__all__ = [
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"PromptLibrary",
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"ContextEngine",
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"ContentGeneratorV2",
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"PlatformAdapter",
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"ContentValidator",
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]
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