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RAG, GraphRAG, and Knowledge Graphs: What's Actually Different
- Pratik Kulkarni
- AI , Cloud Architecture
- 26 May, 2026
LLMs are stateless. They don't know your documents, your internal data, or what changed last week. They're only as good as what you put in front of them. This gave rise to what's now called context en
read moreWhat Is a Knowledge Graph?
- Pratik Kulkarni
- AI , Cloud Architecture
- 19 May, 2026
A knowledge graph stores information as entities and the relationships between them — not rows and columns, but a web of connected facts. The Idea Is Simple Three building blocks:Nodes —
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