Tutorials Projects

RAG-based Search System Project

RAG project: ingest documents, embed vectors, semantic search, and grounded answers with citations.

10 lessons Advanced Free
Start lesson 1
RAG-based Search System Project tutorial

Course contents

RAG Foundations

1 What is RAG and When to Use It 5 min 2 Embeddings and Vector Databases Overview 5 min 3 Ingestion Pipeline Design 5 min

Implementation

4 Chunk and Embed Documents 5 min 5 Query: Similarity Search 5 min 6 LLM Answer with Retrieved Context 5 min 7 Evaluate RAG Quality (faithfulness) 5 min

Production

8 Caching and Refresh Strategies 5 min 9 Deploy RAG API 5 min 10 RAG Project Interview Questions 5 min
Interview Q&A

Related quizzes

SQL Server — Interview Practice Exam SQL & Databases — Interview Practice Exam React.js — Interview Practice Exam

Test your knowledge

Quizzes for this course—pass to earn certificates.

SQL Server — Interview Practice Exam
<p>SQL Server DBA and developer interviews: T-SQL, indexes, joins, transactions, stor…
Intermediate
SQL & Databases — Interview Practice Exam
<p>Timed MCQ practice exam from <strong>SQL & Databases</strong> interview Q&amp;A. 4…
Intermediate
React.js — Interview Practice Exam
<p>Timed MCQ practice exam from <strong>React.js</strong> interview Q&amp;A. 40 quest…
Intermediate
RAG-based Search System Project — Practice Quiz
Test your understanding of RAG-based Search System Project. Retrieval-Augmented Gener…
Advanced Course quiz
Prompt Engineering — Practice Quiz
Test your understanding of Prompt Engineering Tutorial. Write effective prompts for L…
Intermediate
PostgreSQL — Interview Practice Exam
<p>PostgreSQL interviews: MVCC, JSONB, window functions, indexing, replication, and q…
Intermediate
All quizzes
Toolliyo Assistant
Ask about tutorials, ebooks, training, pricing, mentor services, and support. I use public site content only—not admin or internal tools.

care@toolliyo.com

Need callback? Share your details