Learning paths
From retrieval to agents that do the work
Understand RAG architecture, then explore agents that execute and verify work.
These are suggestions, not required prerequisite courses. Start with the problem you need to solve.
From retrieval to agents that do the work
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Start here
RAG System Master
Start here to improve your retrieval and generation architecture.
Explore this course first -
Next · optional
Harness · Loop · Graph Engineering
Once you have built RAG, explore how agents execute and verify tasks.
Explore the course
- RAG System Master
- Basic RAG and prompting concepts, Python LLM API integration experience, and basic vector database skills.
- Harness · Loop · Graph Engineering
- Basic programming, the ability to run code, and experience with AI coding tools such as Claude Code or Cursor.
- Practical Decision AI: Laya Models and Human-in-the-Loop
- You need to read Python functions and dictionaries and run basic code.
Need a different starting point?
You can build a website without Java experience or start workflow automation without coding experience.