This post was originally published on Info World
From AltaVista to Google and from strings to things.
The graph of knowledge vs. the knowledge graph: GoK is a broader, more conceptual idea focusing on interconnected information, without necessarily being highly structured. KG refers to a formal, structured, machine-readable network of entities and relationships, designed for advanced reasoning and AI tasks.
Examples of different types of questions.
From RAG to GraphRAG.
In the GraphRAG pipeline, documents are linked together (graph of knowledge) through entities and relations among them, followed by community detection, which results in a summary for each community of documents.
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