Lilly Tech Systems
RAG Architecture Patterns
Design and build production retrieval-augmented generation systems with advanced retrieval and evaluation.
Course Lessons
Follow these lessons in order for a complete understanding of rag architecture patterns.
1. RAG Architecture Overview
Learn about rag architecture overview in the context of rag architecture patterns.
2. Embedding and Indexing
Learn about embedding and indexing in the context of rag architecture patterns.
3. Retrieval Strategies
Learn about retrieval strategies in the context of rag architecture patterns.
4. Context Assembly Patterns
Learn about context assembly patterns in the context of rag architecture patterns.
5. Advanced RAG Patterns
Learn about advanced rag patterns in the context of rag architecture patterns.
6. Evaluation Architecture
Learn about evaluation architecture in the context of rag architecture patterns.
7. Production RAG Architecture
Learn about production rag architecture in the context of rag architecture patterns.
What You'll Learn
By the end of this course, you will be able to:
Understand Core Concepts
Gain deep understanding of the principles and patterns that define rag architecture patterns.
Apply in Practice
Implement real-world solutions using the architectural patterns and code examples from each lesson.
Make Architecture Decisions
Evaluate trade-offs and choose the right approaches for your specific requirements and constraints.
Build Production Systems
Design and implement production-ready AI systems that are reliable, scalable, and maintainable.