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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@@ -16,9 +16,13 @@ sys.path.insert(0, str(Path(__file__).parent.parent))
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from app.core.config import settings
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from app.core.database import Base
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# Import all models for autogenerate support
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from app.models import (
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User, Product, Service, TipTemplate,
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Post, ContentCalendar, ImageTemplate, Interaction
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Post, ContentCalendar, ImageTemplate, Interaction,
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PostMetrics, AnalyticsReport, Lead, OdooSyncLog,
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ABTest, ABTestVariant, RecycledPost, ThreadSeries, ThreadPost,
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ContentMemory
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)
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# this is the Alembic Config object
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