explainx / courses
Basic to Advanced: Retreival-Augmented Generation (RAG)▌
Video-first training aligned with our public skills registry and MCP directory—same program as learn skills & MCP in the header and footer.
Overview
Multi-modal RAG Stack: A Hands-on Journey Through Vector Stores, LLM Integration, and Advanced Retrieval Methods
Deep dives (free): What are agent skills? Complete guide · What is MCP? Model Context Protocol guide.
- Vector store setup and document ingestion
- LLM integration for retrieval chains
- Advanced multi-modal retrieval and re-ranking methods
Read next (free)
- What are agent skills? Complete guide — Concepts behind the registry and SKILL.md.
- What is MCP? Model Context Protocol guide — Tools, transports, and how MCP pairs with skills.
FAQ
- Who is this course for?
- This course suits professionals and practitioners who want hands-on skills with Basic to Advanced: Retreival-Augmented Generation (RAG). Some familiarity with AI tools is helpful but not required.
- What will I learn in this course?
- Multi-modal RAG Stack: A Hands-on Journey Through Vector Stores, LLM Integration, and Advanced Retrieval Methods
- Is the content up to date for 2025/2026?
- Yes. The curriculum has been updated to reflect the latest tools, APIs, and best practices as of 2025-2026.