Applied Intermediate 100% Free
RAG for Enterprise: Idea to Pilot
Learn to build a Retrieval-Augmented Generation (RAG) system for Arabic documents in a governed enterprise environment — from indexing and chunking to evaluation and a 4-week pilot plan, with exercises, quizzes, and an applied lab.
- Instructor
- InjazAI Team
- lessons
- 8 · 172 min
100% Free
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What you will learn
- Describe the five RAG components and the role of each
- Design an indexing and chunking pipeline suited to Arabic
- Choose practical evaluation metrics before production (Recall, Faithfulness)
- Build a realistic 4-week pilot plan with a decision template
- Diagnose RAG issues and separate retrieval errors from generation errors
- Design an OCR pipeline for scanned Arabic documents before indexing
Course syllabus
1. Architecture and indexing 4 lessons
- RAG system components 25 min
- Choosing models for Arabic 20 min
- Chunking and Embeddings in Depth 22 min
- OCR for Scanned Arabic Documents 22 min
2. Evaluation and pilot plan 4 lessons
- Measuring RAG Quality Before Production 25 min
- 4-week pilot plan 28 min
- Troubleshooting RAG 20 min
- Completion and certificate 10 min