Keeping Match Confidence on the Graph Edge: Why Throwing Away Splink Scores Hurts Graph RAG
Most entity resolution pipelines throw away the most useful number they produce. You run a...
Jul 17, 20264 min read1 reactions0 comments
Back to articles Jul 17, 2026 
Jul 5, 2026
Jul 13, 2026
Jul 15, 2026
Jul 9, 2026
Jul 1, 2026
Jun 13, 2026
Jun 17, 2026
Jun 4, 2026
Jun 16, 2026
Tag archive
#graphrag
I built a dental insurance claim verifier using Cognee's GraphRAG — with session memory
How I used Cognee Cloud's knowledge graph and recall() API to help Aetna Bronze Plan policyholders verify dental claims with their exact medical history — built for the WeMakeDevs × Cognee Hackathon.
Jul 5, 20265 min read0 reactions0 comments
Understanding RAG Architectures: Choosing the Righ…
Originally published at norvik.tech Introduction Dive deep into RAG, Agentic RAG, and...
Jul 13, 20263 min read0 reactions0 comments
Temporal Edges in Knowledge Graphs: Why Static Edges Break Graph RAG
Standard knowledge graph edges are timeless by default. When you insert "Company X → CEO → Person A,"...
Jul 15, 20263 min read1 reactions2 comments
GraphRAG with Python: Smarter AI with Context
Traditional RAG (Retrieval-Augmented Generation) has one big blind spot: it retrieves chunks of text...
Jul 9, 20264 min read0 reactions0 comments
From Neo4j Fundamentals to GraphRAG: 7 Things I Learned About Building Modern AI Agents
For a long time, I assumed building better AI applications meant using better LLMs. After learning...
Jul 1, 20262 min read0 reactions0 comments
R
Jun 24, 2026Reimagining Workspace Search with Cognee, Knowledge Graphs, and Multi-Hop Reasoning
The promise of Enterprise AI is simple: give an LLM access to your company’s internal tools, and let...
Jun 24, 20269 min read1 reactions0 comments
T
Jun 14, 2026The 2026 Guide to Graph-Augmented Semantic Routing: Overcoming Multi-Hop Retrieval Failure
The 2026 Guide to Graph-Augmented Semantic Routing: Overcoming Multi-Hop Retrieval...
Jun 14, 202611 min read0 reactions0 comments
# GraphRAG: The End-to-End Guide to Reducing Hallucination and Automating Complex Workflows
A compliance team asks their AI assistant a simple question: "What are the recurring root causes...
Jun 13, 202615 min read0 reactions0 comments
When Should You Use Query-Focused Summarization in GraphRAG?
A product lead asks your AI assistant what customers keep complaining about across thousands of...
Jun 17, 20265 min read0 reactions0 comments
Engineering Zero-Hallucination Regulatory Compliance: Why Vector RAG Fails and TigerGraph Rules
Global environmental compliance is not flat data. It is an intricate, highly volatile web of...
Jun 4, 20264 min read0 reactions0 comments
When Does GraphRAG Need Local Graph Search?
A fraud analyst asks your AI assistant why an account looks suspicious. A plain lookup gives the...
Jun 16, 20265 min read0 reactions0 comments