September 20, 2026•1 min read•from Towards Data Science

GraphRAG: A Practitioner's Guide to 6 Advanced Architectural Patterns

Beyond basic graph retrieval: six production-oriented architectures for combining semantic search, knowledge graphs, and LLM reasoning.

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#GraphRAG

#Knowledge Graphs

#LLM Reasoning

#Semantic Search

#Architectural Patterns

#Graph Retrieval

#Production Architectures

#Data Science

#Reasoning

#Retrieval

#Search

#LLM

#Graph

#Architecture

#Patterns

#Practitioner's Guide

#Advanced

#Production

#Semantic

#Towards Data Science