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Issue W1-MT-02 β€” Educational Content PreparationΒ #60

Description

@Abdully-dev

πŸ“‹ Overview
RAG quality depends on content quality.
This issue prepares the educational content before ingestion.
🎯 Objectives
β€’ Collect approved learning content.
β€’ Organize content by subject.
β€’ Organize content by topic.
β€’ Define metadata.
β€’ Identify content format.
β€’ Prepare raw content directory.
🎯 Scope
Content preparation only.
πŸ”— Call Chain
Educational Content
↓
Metadata
↓
Future Ingestion Pipeline
🚫 Out of Scope
β€’ Embeddings
β€’ Vector database
β€’ Gemma generation
πŸ”— Dependencies
None.
βœ… Acceptance Criteria
β€’ Content is organized.
β€’ Topic metadata exists.
β€’ Files are ready for ingestion.
β€’ Content source is documented.
🌿 Branch
educational-content-preparation
🚨 Files Concerned
backend/data/content/
β”œβ”€β”€ raw/
└── processed/

model/
└── ingestion/

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