-
Book Overview & Buying
-
Table Of Contents
-
Feedback & Rating
Microsoft Power Platform Solutions Architect's Handbook - Second Edition
By :
To build enterprise AI driven applications, architects must use design patterns that go beyond simple LLM API calls. These patterns solve key challenges like grounding models in company-specific data and reducing factual inaccuracies (hallucinations). Power Platform, with its low-code orchestration tools, is an ideal environment for implementing these solutions efficiently. This section covers the most critical patterns, starting with Retrieval-Augmented Generation.
One of the most important patterns for enterprise generative AI is Retrieval-Augmented Generation (RAG). This pattern enables LLMs to reason over private, proprietary, or real-time data without the need for costly and complex model retraining. RAG addresses the fundamental limitations of LLMs: their knowledge is static and lacks enterprise-specific context. By “grounding” the model in factual data provided at the...
Change the font size
Change margin width
Change background colour