Learning Paths
Advanced
RAG and AI Knowledge Bases
Build AI systems that answer questions from your own documents, databases, and knowledge bases using RAG.
11 lessons5hClaudeBeginner friendly
Lessons
Lesson 1What is RAG? — Retrieval Augmented Generation18 minLesson 2Embeddings — How AI Understands Documents25 minLesson 3Vector Databases — Pinecone and Chroma30 minLesson 4Document Processing and Chunking Strategies28 minLesson 5Building Your First RAG Pipeline35 minLesson 6Query Optimization and Retrieval Quality30 minLesson 7Hybrid Search — Semantic + Keyword25 minLesson 8Evaluating RAG System Quality22 minLesson 9No-Code RAG with n8n and Supabase35 minLesson 10Production RAG — Caching, Cost, and Scale28 minLesson 11Capstone: Build a Company Knowledge Base Chatbot45 min
Complete all 11 lessons to earn your "RAG and AI Knowledge Bases" certificate