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daniel-azoulai
2026-04-22 12:56:40 -07:00
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---
draft: false
title: "How Data Graphs Built a True Hybrid Graph RAG Platform with Qdrant"
title: "How Data Graphs Built a True Hybrid Graph RAG Platform"
short_description: "Data Graphs combines Qdrant's vector search with a proprietary graph database to deliver schema-first, agentic retrieval across industries."
description: "Discover how Data Graphs built a true Hybrid Graph RAG platform using Qdrant's Hybrid Cloud deployment, payload filtering, and Terraform automation to deliver cited, domain-aware AI responses."
preview_image: /blog/case-study-datagraphs/datagraphs-case-study-preview.png
social_preview_image: /blog/case-study-datagraphs/datagraphs-case-study-preview.png
date: 2025-06-10T00:00:00Z
date: 2026-04-22T00:00:00Z
author: "Daniel Azoulai"
featured: false
@@ -19,7 +19,7 @@ tags:
- case study
---
![How Data Graphs Built a True Hybrid Graph RAG Platform with Qdrant](/blog/case-study-datagraphs/datagraphs-bento.png)
![How Data Graphs Built a True Hybrid Graph RAG Platform](/blog/case-study-datagraphs/datagraphs-bento.png)
Data Graphs is a UK-based platform company that provides a knowledge graph-as-a-service polystore, built on a proprietary, high-performance graph database engine. Co-founded by Paul Wilton over 10 years ago as a consultancy, Data Graphs has evolved into a platform that serves industries ranging from sports media and publishing to GLAM (galleries, libraries, archives, museums), Agri-Tech, and Regulatory Technology.
@@ -69,7 +69,7 @@ Data Graphs built a retrieval architecture that goes beyond standard RAG. The sy
— Paul Wilton, CEO/Co-Founder, Data Graphs
![architecture][/blog/case-study-datagraphs/datagraphs-architecture.png]
![architecture](/blog/case-study-datagraphs/datagraphs-architecture.png)
## Qdrant in Production: Stability and Developer Experience