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Modular RAG Architecture and Future Steps
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Classroom Contents
Practical Strategies for Implementing Domain-Specific LLMs
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- 1 Introduction and Speaker Background
- 2 Overview of LEAPS and Gen AI Abilities
- 3 App Architecture and Key Components
- 4 RAG Based Inference Engine
- 5 Evaluation and Metrics Driven Development
- 6 Data Preprocessing Techniques
- 7 Query Enhancement and Routing
- 8 Retriever and Re-ranking Techniques
- 9 Modular RAG Architecture and Future Steps
- 10 Conclusion and Q&A
