English | Size: 505 MB
Genre: eLearning
This course is all about the “how” AND the “why” of RAG. Learn how to build robust Chat with Documents application using advanced Retrieval Augmented Generation (RAG) Techniques and the latest LLMs.
RAG: Beyond Basics, The RAG: Beyond Basics course is designed to teach students how to build robust Chat with Documents applications using advanced Retrieval Augmented Generation (RAG) techniques and the latest Large Language Models (LLMs). The course covers both the theory and hands-on coding, starting with the basics of RAG pipelines and advancing to more complex techniques. No prior knowledge of RAG or Python is required, making this course accessible to SaaS founders, developers, and executives looking to upskill. By the end of the course, students will have a working RAG pipeline they can call their own.
What you’ll learn
Leveling up with re-ranking strategies, query expansion, and more
Using both proprietary and local models for building RAG systems
Building a vanilla RAG setup and advancing to advanced techniques
Hands-on coding sessions using cool tools like LangChain and Streamlit
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