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Update examples/mcp_rag_demo/README.md
Co-authored-by: Anuradha Karuppiah <anuradhak@nvidia.com> Signed-off-by: Patrick Moorhead <pmoorhead@nvidia.com>
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examples/mcp_rag_demo/README.md

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@@ -46,7 +46,7 @@ The demo implements an **Agentic RAG (Retrieval-Augmented Generation)** system f
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| Component | Technology | Why This Choice |
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|-----------|------------|-----------------|
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| **Protocol** | MCP (Streamable HTTP) | Open standard with auth support, works with any MCP client |
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| **Protocol** | MCP (`Streamable HTTP`) | Open standard with auth support, works with any MCP client |
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| **Agent Framework** | NeMo Agent Toolkit | Native MCP server/client, YAML config, production-ready |
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| **Vector Database** | Milvus | GPU-accelerated with cuVS, scales to billions of vectors |
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| **Embeddings** | `nvidia/nv-embedqa-e5-v5` | High-quality 1024-dim embeddings optimized for Q&A retrieval |

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