Building a Zero-Hallucination Academic GraphRAG: 1,379 Nodes, Multi-Agent Orchestration & Local SLMs
This story is from 2026-09-10. It is preserved in the archive; the latest stories are on the live feed.
📌 The Problem: Why Naive RAG Fails on 15+ Years of Academic Research If you feed 450+ Master's theses and Ph.D. dissertations into a standard vector-based RAG pipeline (e.g., standard LangChain or LlamaIndex with cosine similarity over document chunks), you will quickly hit a wall. Ask a naive vec…
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- 2026-09-10 11:36 · DEV Community — Machine Learning
Building a Zero-Hallucination Academic GraphRAG: 1,379 Nodes, Multi-Agent Orchestration & Local SLMs
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