RAG Systems End-to-End
From chunking and embeddings to retrieval, re-ranking, and evaluation.
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Generative AI• intermediate
Course overview
3 lessons
42 min of lessons
Last updated 2024-01-21
W
Webnetis training team
Course trainers
What you'll learn
Design and implement RAG systems from scratch
Master document chunking and embedding strategies
Build efficient retrieval and re-ranking pipelines
Evaluate RAG system performance
Deploy production-ready RAG applications
Course content
3 lessons • 42 min
1
Chunking
Split and label documents.
12 min
2
Embeddings
Vectorize for retrieval.
14 min
3
RAG Evaluation
Measure grounding quality.
16 min
Requirements
- Python programming experience
- Understanding of vector databases
- Familiarity with LLMs and embeddings
- Basic knowledge of information retrieval
About this course
This comprehensive course covers the entire RAG pipeline from document processing to deployment. You'll build real RAG systems and learn industry best practices.
$249$349
29% OFF
One-time payment
5.5 hours of video content
Certificate of completion
Production RAG templates
Advanced evaluation techniques
30-day refund guarantee
Full refund within 30 days if you're not satisfied
Course Info
English
42 min total
3 lessons
Certificate of completion