RAG-LLM Evaluation & Test Automation for Beginners
Understand, Evaluate & Test RAG - LLM's (AI based Systems) from Scratch using RAGAS-Python-Pytest Framework
4.63 (228 reviews)
2,987
students
8.5 hours
content
Apr 2025
last update
$84.99
regular price
What you will learn
How Custom Large Language Models (LLM) are designed using Retrieval Augmented Generation (RAG) Architecture
Common Benchmarks/Metrics used in Evaluating RAG based LLM’s
Introduction to RAGAS Evaluation framework for evaluating/test LLM’s
Practical Scripts generation to automate and assert the Metrics Score of LLM’s.
Automate Scenarios such as Single turn interactions and Multi turn interactions with LLM’s using RAGAS Framework
Generate Test Data for evaluating the Metrics of LLM using RAGAS Framework.
Create RAGAS Pytest Evaluation Framework to assert the Metrics of RAG- (Custom) LLM’s
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udemy ID
12/30/2024
course created date
2/7/2025
course indexed date
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