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#ai-knowledge-graphs
0 followers·3 articles

ai-knowledge-graphs

#ai-knowledge-graphs·0 followers·3 articles
ai-knowledge-graphs
Pradip Nichite
Pradip Nichite
blog.futuresmart.ai·Aug 01, 2025
Aug 01, 2025

Building AI Knowledge Graph Using Graphiti & Neo4j

Graphiti is a compact yet powerful Python library that converts raw text or JSON into an AI Knowledge Graph—a structured store of facts that acts as AI Agent Memory. Below is the exact workflow I used to load FutureSmart AI data into Neo4j, explore t...

Discuss·1 like·375 reads
graphiti
Thomas Weitzel
Thomas Weitzel
emria.hashnode.dev·Mar 07, 2025
Mar 07, 2025

Automated Ontology Mining from LLMs

Large Language Models (LLMs) are increasingly used to automate ontology mining – extracting structured knowledge (entities, relations, hierarchies) from text – and to generate knowledge graphs (KGs). Recent research spans general frameworks to domain...

Discuss·8 reads
Beyond Character- and Sub-Word-Level Tokenization
Ontology Mining
Gerard Sans
Gerard Sans
ai-cosmos.hashnode.dev·Nov 09, 2024
Nov 09, 2024

Beyond Correlation: Giving LLMs a Symbolic Crutch with Graph-Based Logic

Large Language Models (LLMs) have achieved remarkable feats, generating human-quality text and even demonstrating some semblance of understanding. However, beneath the surface lies a fundamental limitation: they excel at correlation, not causation or...

Beyond Correlation: Giving LLMs a Symbolic Crutch with Graph-Based Logic
Discuss·132 reads
symbolic-reasoning

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