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knowledge-graphs

39 articles tagged with “knowledge-graphs”

knowledge-graphsgraphragneo4jrag
graphs
· ~5 min read

Graph-Powered OSINT: From Data to Investigation with Agentic AI

# Graph-Powered OSINT: From Data to Investigation with Agentic AI Open-source intelligence (OSINT) was a graph problem before "graph" became fashion

graphs
· ~3 min read

C2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs

# C2RAG: Robust Multi-Hop GraphRAG Over Imperfect Knowledge Graphs Knowledge graphs in production are never perfect. They contain spurious edges, mi

graphs
· ~7 min read

Fraud Detection with Knowledge Graphs: Uncovering Rings, Loops, and Anomalies

## Why Graphs for Fraud Detection? Traditional fraud detection relies on rule-based systems and machine learning on tabular data — flagging transact

graphs
· ~7 min read

Recommendation Engines with Neo4j Knowledge Graphs: From Cypher to Production

## Why Graphs for Recommendations? Recommendation engines have traditionally been dominated by matrix factorisation (Singular Value Decomposition, A

graphs
· ~9 min read

Graph Analysis of 282 Agent Memory Research Papers: Network Metrics, Category Shifts, and Publication Velocity

# Graph Analysis of 282 Agent Memory Research Papers Agent memory is one of the fastest-growing areas in LLM research. Between early 2023 and July 2

graphs
· ~10 min read

Deploying GraphRAG in Production: Architecture, Cost, and Operations

## The Gap Between Demo and Production GraphRAG demos are compelling. Show a system that answers "How does this API change affect the three downstre