AuthorSowjanya Kolli

I am a .NET developer with a strong focus on building scalable, secure, and maintainable enterprise applications. I enjoy solving real-world business challenges through clean architecture and modern development practices. With a growing interest in Azure AI and cloud technologies, I am passionate about creating intelligent, cloud-native solutions that drive innovation and deliver meaningful impact.

Implementing Retrieval-Augmented Generation (RAG) in .NET

Introduction Large Language Models (LLMs) are highly capable of understanding and generating natural language, however, they operate within a fixed knowledge boundary defined during training. As a result, they are not well-suited for scenarios that require access to real-time information..

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Miracle Software Systems, a Global Systems Integrator and Minority Owned Business, has been at the cutting edge of technology for over 24 years. Our teams have helped organizations use technology to improve business efficiency, drive new business models and optimize overall IT.