Software Engineering
281 learners
Introduction to RAG
Learn what Retrieval-Augmented Generation (RAG) is, why combining retrieval with generation can reduce hallucinations, and how a basic RAG workflow contrasts with naive prompting. This course is mostly informational, setting the stage for more hands-on work in later courses.
Python
3 lessons
8 practices
1 hour
RAG Systems and Vector Databases
Lessons and practices
Implementing Simple Document Retrieval
Fix the Retrieval Bug
Fix the RAG Generation Bug
RAG: Retrieving Multiple Relevant Documents
Building a Simple RAG Pipeline
Reveal Document Relevance Scores
Enhance RAG Retrieval Function
Handle Missing Data in RAG
Meet Cosmo:
The smartest AI guide in the universe
Our built-in AI guide and tutor, Cosmo, prompts you with challenges that are built just for you and unblocks you when you get stuck.
Join the 1M+ learners on CodeSignal
Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal
