Introduction to Retrieval Augmented Generation (RAG)

About this guided project

In this 2-hour project-based course, you will learn how to import data into Pandas, create embeddings with SentenceTransformers, and build a retrieval augmented generation (RAG) system with your data, Qdrant, and an LLM like Llamafile or OpenAI. This hands-on course will teach you to build an end-to-end RAG system with your own data using open source tools for a powerful generative AI application.

What skills will you gain?

Artificial Intelligence

OpenAI

Generative AI

Pandas (Python Package)

Artificial Intelligence and Machine Learning (AI/ML)

Python Programming

Data Processing

Databases