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feat: implement AI tutor memory and RAG system for continuous learning

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- Added chat sessions and message persistence for interaction history.
- Integrated Knowledge Base (RAG) using PostgreSQL Full Text Search.
- Implemented automated ingestion of lesson content during course sync.
- Updated AITutor frontend to support persistent session IDs via localStorage.
- Added database migrations for chat_sessions, chat_messages, and knowledge_base.
- Fixed SQLx build issues to allow offline Docker image compilation.
This commit is contained in:
Juan Enrique Allende Cifuentes
2026-01-23 15:59:53 -03:00
parent 470c7f0172
commit c774c3608b
7 changed files with 300 additions and 30 deletions
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roadmap.md
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@@ -163,6 +163,7 @@
- [x] **Locked Lesson AI Feedback**: Generación de retroalimentación motivacional para lecciones bloqueadas (Completado)
- [x] **Context Enrichment**: Ingesta de bloques interactivos en el motor de RAG (Completado)
- [x] **Course History Context**: Capacidad del tutor para recordar lecciones previas (Completado)
- [x] **Color-Coded Progress Status**: Seguimiento visual por colores (Verde/Amarillo/Rojo) en sidebar y cabeceras (Completado)
## Fase 16: Estabilidad y UX Avanzada (En Progreso)
- [/] **QA y Estabilidad**: Verificación del flujo completo de evaluación en entornos de producción.