---
title: "Discussion on \"Agentic RAG: The Complete Production Guide Nobody Else Wrote\" | Hashnode"
description: "Discussion on \"Agentic RAG: The Complete Production Guide Nobody Else Wrote\". Three months into a contract with a mid-sized insurance company, I was sitting across from their CTO watching their \"AI knowledge base\" answer questions about their own products. The system retrieved the right documents 90% of the time. But on anythi..."
url: "https://hashnode.com/posts/agentic-rag-the-complete-production-guide-nobody-else-wrote/69d0cbc1eef808d273ded156"
---

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# [Agentic RAG: The Complete Production Guide Nobody Else Wrote](https://jahanzaibai.hashnode.dev/agentic-rag-the-complete-production-guide-nobody-else-wrote?utm_source=hashnode&utm_medium=feed)

Three months into a contract with a mid-sized insurance company, I was sitting across from their CTO watching their "AI knowledge base" answer questions about their own products. The system retrieved the right documents 90% of the time. But on anythi...

Apr 4 · 19 min read · jahanzaibai.hashnode.dev  
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-   [#agentic-rag](https://hashnode.com/tag/agentic-rag)
-   [#langgraph](https://hashnode.com/tag/langgraph)
-   [#production-ai](https://hashnode.com/tag/production-ai)
-   [#rag-architecture](https://hashnode.com/tag/rag-architecture)
-   [#vector-search](https://hashnode.com/tag/vector-search)

## Written by

[Jahanzaib](https://hashnode.com/@jahanzaibai)

@jahanzaibai · Austin, USA

  
[View profile](https://hashnode.com/@jahanzaibai)

I build AI agents that actually work | Founder @AgenticMode AI | 109+ projects shipped

AI Systems Engineer, founder, and the person companies call when their AI needs to actually work.

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