---
title: "Discussion on \"Graph RAG: Beyond Vector Search in Retrieval-Augmented Generation\" | Hashnode"
description: "Discussion on \"Graph RAG: Beyond Vector Search in Retrieval-Augmented Generation\". A hands-on comparison of Graph RAG and Vector RAG, their trade-offs, and the power of hybrid approaches."
url: "https://hashnode.com/posts/graph-rag-beyond-vector-search-in-retrieval-augmented-generation/68da280cf7075d9a01628038"
---

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# [Graph RAG: Beyond Vector Search in Retrieval-Augmented Generation](https://blog.akashja.in/graph-rag-beyond-vector-search-in-retrieval-augmented-generation?utm_source=hashnode&utm_medium=feed)

A hands-on comparison of Graph RAG and Vector RAG, their trade-offs, and the power of hybrid approaches.

Sep 29, 2025 · 6 min read · blog.akashja.in  
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-   [#retrieval-augmented-generation](https://hashnode.com/tag/retrieval-augmented-generation)
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-   [#hybrid-rag-systems](https://hashnode.com/tag/hybrid-rag-systems)
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-   [#context-engineering](https://hashnode.com/tag/context-engineering)

## Written by

[Akash Jain](https://hashnode.com/@akashjain0802)

@akashjain0802

  
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