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
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May 17, 2026Does Graph Beat Tokens? Engineering a GraphRAG Benchmark on TigerGraph
LLM token costs explode at scale. The TigerGraph GraphRAG Inference Hackathon poses one question: can...
May 17, 20262 min read0 reactions0 comments
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May 17, 2026GraphRAG Benchmark Analysis
We Built a Clinical GraphRAG Benchmark That Proves Graph Databases Aren't Just Hype How...
May 17, 20264 min read0 reactions0 comments
Building EcoGraph AI: Why GraphRAG Beats Vector Search (My TigerGraph Hackathon Journey)
EcoGraph AI: Why I Built a Knowledge Graph to Solve E-Waste Compliance If you manufacture...
May 17, 20262 min read0 reactions0 comments
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May 17, 2026We Built a GraphRAG System Over 14,000 Research Papers!! Here's What We Learned
For the TigerGraph GraphRAG Hackathon, we built GyanCortex — a Q&A system that answers factual...
May 17, 20261 min read0 reactions0 comments
Query The Quantum
Benchmarking GraphRAG vs. Basic RAG vs. LLM‑Only on 2M+ Quantum Computing Research Papers 1. The...
May 12, 20264 min read1 reactions0 comments
#Why Your RAG Pipeline Can't Answer Relationship Questions (And How We Fixed It)
Team BroCode · TigerGraph GraphRAG Inference Hackathon 2026 We ran three retrieval pipelines on...
Jun 4, 20267 min read0 reactions3 comments
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Jun 3, 2026Your RAG Pipeline Is Bleeding Tokens. We Cut 86% Without Losing Accuracy.
We were sending ~10,000 tokens per query to the LLM. We got it down to ~1,500 — and got more accurate...
Jun 3, 20263 min read1 reactions1 comments
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May 14, 2026Your RAG Pipeline Is Bleeding Money. Here's How We Fixed It.
We were paying for 2,124 tokens per query. We got it down to 584. Here's what we changed — and why...
May 14, 20264 min read0 reactions1 comments
Dockerized Synthetic Healthcare Graph
TL;DR Adjust your Docker resources to: Min 4 CPUs Min 8GB Memory Min 2GB Swap Min...
Nov 16, 20205 min read10 reactions0 comments