Category: AI Framework
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How to Build a Multi-Modal RAG System with Microsoft ORCA: The Complete Enterprise Implementation Guide
Imagine walking into a manufacturing facility where quality control engineers can simply photograph a defective part, ask “What caused this failure?” in plain English, and instantly receive detailed analysis combining visual inspection data, historical maintenance records, and engineering specifications. This isn’t science fiction—it’s the reality that Microsoft’s ORCA (Object-Relational Concept Alignment) framework is making possible…
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How Microsoft’s Semantic Kernel Agent Framework is Revolutionizing Enterprise RAG Architecture
When Microsoft announced their Semantic Kernel Agent Framework in July 2025, most enterprise AI teams missed the bigger picture. While everyone was focused on the technical specifications and workflow capabilities, they overlooked what this really represents: the first enterprise-grade solution that bridges the gap between traditional RAG systems and autonomous agentic AI. Here’s the challenge…