✍️ RAG Architecture on AWS – Search, Retrieve, and Ground

🚀 Introduction

One of the most important components of Agentic AI is the ability to retrieve accurate information.

AWS implements this through a dedicated RAG layer.

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🔍 Search Layer

The search layer uses:

Amazon OpenSearch Service

Supports:

• Semantic Search
• Vector Search
• Keyword Search
• Legal Citation Search

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✅ Benefits

• Accurate responses
• Reduced hallucinations
• Enterprise knowledge integration
• Real-time retrieval

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🎯 Conclusion

RAG transforms LLM responses from generic answers into knowledge-driven responses based on enterprise data.

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