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Learn RAG and MCP Fundamentals

RAG stands for Retrieval-Augmented Generation. MCP stands for Model Context Protocol. These are powerful frameworks for building AI agents that can retrieve informat...

29 materi 5 sesi Belajar penuh di WFC Diperbarui 26 Mei 2026

Kurikulum internal

Materi, practice, quiz, dan lab disusun agar selesai langsung di dalam WFC.

Total item 29

Semua materi yang tersedia di kurikulum ini.

Practice 0

Latihan langsung untuk mengasah pemahaman.

Quiz + Lab 9

Kombinasi evaluasi cepat dan praktik terstruktur.

Overview

Tentang kursus ini

RAG stands for Retrieval-Augmented Generation. MCP stands for Model Context Protocol. These are powerful frameworks for building AI agents that can retrieve information from a knowledge base, generate responses based on that information, and plan their actions accordingly.

In this course, you'll learn the fundamentals of RAG and MCP and how to implement them in your own projects. You'll explore the components of RAG and MCP, including retrieval, generation, memory, context, and planning. By the end of this course, you'll have a solid understanding of how RAG and MCP work and how to use them to build intelligent agents.

Level: intermediate
Topik: ai
Estimasi jam: 2
Total sesi: 4
Total item kurikulum: 19

Curriculum

Materi dan sesi belajar

29 item

Sesi

Understanding RAG

4 materi 2 aktivitas

Materi Bacaan

Baca dulu inti pembahasannya sebelum lanjut ke pengerjaan.

Learn RAG and MCP Fundamentals

Tentang kursus ini

Materi dan sesi belajar

Understanding RAG

Materi Bacaan

Introduction

Simple Explanation of RAG

When Not To RAG

What Is RAG?

Aktivitas Terpisah

Understanding RAG Section Quiz 1

Understanding RAG Checkpoint Quiz

Retrieval Engine Internals

Materi Bacaan

What is Semantic Search?

What are Embedding Models?

What are Vector Databases?

Chunking

Aktivitas Terpisah

Retrieval Engine Internals Section Quiz 1

Retrieval Engine Internals Checkpoint Quiz

Designing Reliable RAG Systems

Materi Bacaan

RAG Architecture

Caching, Monitoring, and Error Handling

RAG in Production

Aktivitas Terpisah

Designing Reliable RAG Systems Section Quiz 1

Designing Reliable RAG Systems Checkpoint Quiz

MCP Ecosystem & Tooling

Materi Bacaan

Why MCP?

What Is MCP?

MCP Architecture

JSON-RPC

Using MCP Servers

Building an MCP Server

MCP Inspector

Building an MCP Client

Aktivitas Terpisah

MCP Ecosystem & Tooling Section Quiz 1

MCP Ecosystem & Tooling Section Quiz 2

MCP Ecosystem & Tooling Checkpoint Quiz

Evaluasi Akhir

Aktivitas Terpisah

Final Exam: Learn RAG and MCP Fundamentals