介紹

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本頁面介紹Knowledge Graph，Graph相關資料已移到Graph頁面。

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Knowledge
- The Atoms of Knowledge
Graph (內容移到Graph)
GQL (內容移到Graph)
Knowledge Graphs
- This is a tutorial based on this excellent and comprehensive tutorial on Knowledge Graphs
Large Language Models and Knowledge Graphs: Ways to combine them
- Chain of History (CoH) reasoning
- Right for Right Response
- KnowPhish
Knowledge Graphs & LLMs: Fine-Tuning vs. Retrieval-Augmented Generation
Impact of Quantization on Knowledge Graphs with Deepseek-R1 and Mistral Models (Friend Link)
Beyond the Hype: A Realistic Guide to Knowledge Graphs
- When a Knowledge Graph is Overkill: Exploring the Alternatives
  - For Finding Your Data: The Modern Data Catalog
  - For Trusting Your Data: Data Lineage Tools
  - For Searching Your Data: Vector Databases + GenAI
Using Knowledge Graphs For Inferential Reasoning
I Used a Graph To Automate Prompt Knowledge, and It Blew My Mind (Friend Link)
How Do We Know If The Knowledge Graph Is Any Good?
Dependent types
- Dependent Types: A New Paradigm for Ontologies and Knowledge Graphs
- TypeDB: A Polymorphic Database for AI Agent Memory and Complex Ontology
  - TypeDB combines concept modeling with dependent type theory to create a mathematically sound foundation for knowledge representation. Dependent type theory extends formal logic with types that can depend on other types, enabling complex relationship modeling.
- Twelf: Dependent Types and Logic for Knowledge Graph and Ontology Description
Graphiti
How Do I Store a Knowledge Graph in a Database?
- RDF triplestore
- Graph database
- Vector database
Fractal Graph Theory: Knowledge Graphs and AI Agent Memory
AI-Driven Knowledge Graph Schema Discovery: Concept and Implementation (Friend Link)
RDF vs. Property Graphs which KG for LLM Retrieval
The Role of Intent and Context Knowledge Graphs With Cognitive Agents

介紹

How Do We Know If The Knowledge Graph Is Any Good?