---
title: "Discussion on \"The RAG vs. OKF Debate Is a Category Error — and It's Hiding the Architecture You Actually Need\" | Hashnode"
description: "Discussion on \"The RAG vs. OKF Debate Is a Category Error — and It's Hiding the Architecture You Actually Need\". Ever since Google Cloud published the Open Knowledge Format in June 2026, my feed has been full of \"RAG vs. OKF\" takes: which one wins, which one your agents should use, whether retrieval is dead. Aft"
url: "https://hashnode.com/posts/the-rag-vs-okf-debate-is-a-category-error-and-it-s-hiding-the-architecture-you-actually-need/6acfb867e791fea7646ace44"
---

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# [The RAG vs. OKF Debate Is a Category Error — and It's Hiding the Architecture You Actually Need](https://rpsarathy.hashnode.dev/the-rag-vs-okf-debate-is-a-category-error-and-it-s-hiding-the-architecture-you-actually-need?utm_source=hashnode&utm_medium=feed)

Ever since Google Cloud published the Open Knowledge Format in June 2026, my feed has been full of "RAG vs. OKF" takes: which one wins, which one your agents should use, whether retrieval is dead. Aft

Oct 14 · 9 min read · rpsarathy.hashnode.dev  
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-   [#rag](https://hashnode.com/tag/rag)
-   [#ai](https://hashnode.com/tag/ai)
-   [#okf](https://hashnode.com/tag/okf)
-   [#llm](https://hashnode.com/tag/llm)

## Written by

[Partha](https://hashnode.com/@rpsarathy)

@rpsarathy · Cranbury, New jersey

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

#AI #agents #langgraph, #mcp, #rag, #graphrag #llm #engineering-management

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