Advanced · Software & data engineers
Production RAG & Retrieval
Most RAG pilots look great on 20 docs and fall apart at scale. This course is the end-to-end builder's playbook: chunking strategies, hybrid retrieval, reranking, evaluation, and the architecture decisions that separate a real product from a weekend demo.
2h 40m
Verifiable certificate
25 languages
4 modules · 29 lessons
€29
/ seat
Grounded AI that cites its work and scales past the demo.
Hybrid search
Eval-driven
Reference architecture
Includes 12 months access, certificate, and evidence trail. Cancel any time before your learner starts.
What you'll learn
Three concrete things every learner walks out with.
01
Pick chunking, embedding, and retrieval strategies for your domain.
02
Build an eval harness that scores retrieval and generation separately.
03
Design a RAG architecture that stays accurate as the corpus and traffic grow.
Curriculum
A short course that respects your team's time.
4 modules · 29 lessons · 160 minutes. Designed to complete in a single working session or stretch across a week.
01
Retrieval that matches intent
7 lessons · 35 min
+
01
Retrieval that matches intent
7 lessons · 35 min
Chunking, embeddings, hybrid BM25 + vector, and when a reranker is worth the latency.
02
Grounding, citations, and answer shape
6 lessons · 35 min
+
02
Grounding, citations, and answer shape
6 lessons · 35 min
Prompt structures that force grounded answers, and how to make citations trustworthy.
03
Evaluating retrieval, not just answers
7 lessons · 40 min
+
03
Evaluating retrieval, not just answers
7 lessons · 40 min
Retrieval recall, groundedness, faithfulness. The three evals that catch real regressions.
04
Scaling, freshness, and cost
9 lessons · 50 min
+
04
Scaling, freshness, and cost
9 lessons · 50 min
Incremental indexing, caching, and the cost levers that move the unit economics.
Outcomes
What your team will be better at by next month.
Retrieval you can defend
Measured recall and groundedness, not vibes, to justify every answer the model gives.
Answers tied to sources
Citations and groundedness checks that hold up in regulated workflows and support.
Cost-aware at scale
A unit-economics view of retrieval so scale doesn't ambush your CFO.
Verifiable certificate
Deterministic ID, third-party verifiable.
Evidence trail
Cited, timestamped, regulator-accepted.
25 languages
All 24 official EU languages plus English.
Private by default
Zero-retention mode, EU residency available.
More from the library
Pair it with something your team already asks for.
Production RAG & Retrieval
Ready to train your team on this one?
Start with a single seat and grow into a team bundle, same dashboard, same evidence trail, either way.