Tag : RAG

AI and ML

InfraGPT – Azure Operations RAG Assistant

Transforming SOP and RCA Knowledge into an Intelligent Operations Assistant Using Azure RAG, Power Apps, and Microsoft Teams Project Overview Enterprise infrastructure teams generate a large amount of operational knowledge through Standard Operating Procedures (SOPs), Root Cause Analysis (RCA) documents, runbooks, troubleshooting guides, and incident records. However, during an active incident, engineers may still spend […]

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AI and ML

Cloud Domain-Adaptive RAG Chatbot

Building a Cloud-Focused Generative AI Assistant Using Azure OpenAI, Azure AI Search, Azure Functions, and RAG Project Overview Large Language Models are powerful for general-purpose questions, but they may not always provide sufficiently accurate, contextual, or organization-specific answers for specialized technical domains. I developed a Cloud Domain-Adaptive Retrieval-Augmented Generation (RAG) Chatbot to demonstrate how enterprise […]

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