AI & Automation
Building Advanced LLM Apps
RAG, evaluation and guardrails for production-grade AI features.
9 lessons30 minAdvanced
Overview
RAG, evaluation and guardrails for production-grade AI features.
- 9 lessons
- 30 min
- Advanced
Curriculum
3 modules
- 1
Retrieval-augmented generation
- Embeddings and vector stores9 min
- Chunking and retrieval quality9 min
- Grounded answers with citations8 min
- 2
Evaluation & guardrails
- Building eval sets9 min
- Red-teaming and safety filters9 min
- Monitoring in production8 min
- 3
Tools, agents & deployment
Includes hands-on lab- Function and tool calling10 min
- Agentic patterns and limits10 min
- Lab: ship a small RAG app16 min
Open sources & licenses
This curriculum is an original outline informed by these openly-licensed resources.