Python LlamaIndex: Step by Step RAG With Examples

VERIFIED
Certificate of Achievement

This is to certify that

Keshav Raj

has successfully completed

Using LlamaIndex for RAG in Python

a course of study offered by Real Python (realpython.com), an online learning platform and expert community for Python software developers.

Completion Date: June 26, 2026

Verification ID: f5e177b5-7813-4046-80e2-e93eeed2c56b

VERIFIED
Certificate of Achievement

Python LlamaIndex: Step by Step RAG With Examples

This is to certify that

Keshav Raj

has successfully completed

Using LlamaIndex for RAG in Python

a course of study offered by Real Python (realpython.com), an online learning platform and expert community for Python software developers.

Completion Date: June 26, 2026

Verification ID: f5e177b5-7813-4046-80e2-e93eeed2c56b

Course Description

Skill level: intermediate

Learn how to set up LlamaIndex, load your data, build and persist an index, and run queries to get grounded answers with RAG in Python.

Using LlamaIndex for RAG in Python

1. Using LlamaIndex for RAG in Python (Overview)

2. Explaining RAG

3. Setting Up Your Environment

Building a RAG Query Engine

1. Introducing the Project

2. Starting the Code Example - Loading

3. Coding Indexing

4. Coding Querying

5. Examining the Code Output

6. Exercise: Build a RAG Query Pipeline

7. Refactoring Code

8. Persisting

9. Persisting Functionality

10. Testing the Output

11. Exercise: Persist or Rebuild an Index

Exploring Further

1. Looking at Next Steps

2. Investigating Documents and Index

Reviewing What You've Learned

1. Using LlamaIndex for RAG in Python (Quiz)

2. Using LlamaIndex for RAG in Python (Summary)

View Course Details »

Certificate of Completion

This person’s account is verified and was created on June 10, 2026. Real Python certifies their completion of the Using LlamaIndex for RAG in Python course on June 26, 2026.

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