Enterprise GENERATIVE AI Well-Architected Framework & Patterns

CHAPTER

EIGHT

Common Architectural Pattern For FM/LLM Integration & Adoption

Introduction

While strategizing to develop Generative AI-based products, I encountered various common patterns for LLM adoption in the Enterprise. Each of the patterns plays a pivotal role to determine the appropriate approach for realizing the capabilities of Large Language Models and their associated toolsets.

There is no LLM or Foundation model available that can claim the one size fit for all use cases. In this situation adopting a pattern helps to architect scalable, cost-effective, and resilient solutions tailored to address specific use cases based on the domain of the industry. Following extensive research, I identified three common ...