Lesson 04 of 09

Building the Knowledge Base (RAG), Part 1

Learn retrieval-augmented generation from the ground up: chunking documents, embeddings, and a vector store so the agent answers from YOUR data. You'll ingest a real document set into a working knowledge base.

⏱ 60 min
Video coming soon
The written lesson is below. Video walkthrough publishes shortly.

Learn retrieval-augmented generation from the ground up: chunking documents, embeddings, and a vector store so the agent answers from YOUR data. You'll ingest a real document set into a working knowledge base.

The full video walkthrough is coming soon. In the meantime, this lesson covers the technique from first principles, with a worked example and a concrete deliverable you can add to your portfolio.