---
title: "Discussion on \"From Prototype to Production: Choosing the Right RAG Architecture for Your Business\" | Hashnode"
description: "Discussion on \"From Prototype to Production: Choosing the Right RAG Architecture for Your Business\". Every organization that has evaluated AI for their operations has encountered the same dilemma: the gap between a compelling demo and a system you can actually trust in production. The technology is accessible—vector databases, embedding models, and ..."
url: "https://hashnode.com/posts/from-prototype-to-production-choosing-the-right-rag-architecture-for-your-business/69939e636076b4611a72b90d"
---

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# [From Prototype to Production: Choosing the Right RAG Architecture for Your Business](https://blog.agenciamientos.org/from-prototype-to-production-choosing-the-right-rag-architecture-for-your-business?utm_source=hashnode&utm_medium=feed)

Every organization that has evaluated AI for their operations has encountered the same dilemma: the gap between a compelling demo and a system you can actually trust in production. The technology is accessible—vector databases, embedding models, and ...

Feb 16 · 10 min read · blog.agenciamientos.org  
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-   [#rag](https://hashnode.com/tag/rag)
-   [#ai](https://hashnode.com/tag/ai)

## Written by

[Guillermo Ambrosio](https://hashnode.com/@guillermo-a)

@guillermo-a

  
[View profile](https://hashnode.com/@guillermo-a)

Systems Developer

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