Ganesh | AI Engineer on Instagram: "If your RAG keeps pulling shallow or half-correct answers, the issue isn’t the LLM — it’s the retriever. Speaking from personal experience. Here’s how GraphRAG is one option to solve this problem👇 ⸻ 1️⃣ Plain RAG has a blind spot Vector search only finds similar text, not connected facts. So if the answer lives across multiple documents → RAG misses it. ⸻ 2️⃣ GraphRAG fixes this with a knowledge graph You can use llm to build graph for you once you describe t

90% of people building RAG systems today still only use vector search.It works… until it doesn’t.Hallucinations, shallow context, brittle answers.Enter GraphRAG.It’s not as widely adopted as… | Paul Iusztin | 38 comments