#knowledge-graphs
Every summary, chronological. Filter by category, tag, or source from the rail.
Tag · #knowledge-graphs
Formalizing Agentic Knowledge Graphs for LLM Discoverability
The paper proposes a formal framework for 'Agentic KG Affordances,' enabling AI agents to programmatically discover and interact with knowledge graphs by standardizing how knowledge is exposed and queried.
arXiv cs.AI
Beyond RAG: Building Hybrid Knowledge Architectures
RAG is effective for static, unstructured retrieval but fails at reasoning, structured data, and long-term memory. Production systems require hybrid architectures that combine retrieval with knowledge graphs and persistent state.
Level Up Coding
NLP Progression: Word Clouds to Knowledge Graphs
Build semantic systems from text by progressing: word cloud (frequency) → TF-IDF (importance) → co-occurrence graph (relationships) → knowledge graph (durable meaning). Skip intermediates and your graph stores noise.
Towards AI
Showing 3 of 3