Email course
Build GraphRAG Pipelines in 10 Practical Lessons
A free, hands-on email course that takes you from GraphRAG basics to building your own GraphRAG-powered AI applications. Learn how retrieval actually works, connect structured and unstructured data, and ship a working GraphRAG pipeline with Memgraph.
Sign up for the course
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Get one short email a day
Every day, for 10 days, receive a short, no-fluff email focusing on a particular topic with detailed explanations, code examples, and tips.
Get support
Got stuck? No problem! Our team is always here to help and answer your questions. Simply drop us a note on Discord.
Lesson plan
- 1What GraphRAG is and why it matters
- 2How knowledge graphs work with RAG
- 3Memgraph's role in GraphRAG
- 4Prerequisites & setup
- 5Building your knowledge graph
- 6Working with structured & unstructured data
- 7Retrieval strategies (text search and vector search)
- 8Relevance expansion & advanced retrieval
- 9Chatting to your knowledge graph
- 10Success stories and final project
