Eleventh Hour Enthusiast·Sep 12Symmetry from BelowHow knowledge graph embedding models searched their way toward a lesson that geometric deep learning later echoed
InCoding NexusbyCodeBun·Sep 3Build a Knowledge Graph From Any Body of Text With PythonMost documents contain far more information than a simple keyword search can capture.
Jose A. Alvarado-Guzman·Aug 4When Timing Changes the Meaning of a Graph Path: A Deep Dive into the FastPath AlgorithmA lightweight, training-free algorithm to turn time-stamped event histories into embeddings that remember not just what happened, but when.A response icon6A response icon6
Shirshendu Sen·Jul 12MedGraph-AI: Turning Messy Clinical Notes Into Explainable Patient Risk ScoresHow I built a 5-layer clinical AI pipeline — entity linking, temporal knowledge graphs, RAG-augmented graph neural networks, and SHAP-based…
Dharmendra Pratap Singh·Apr 27🚀 Building Production-Ready LLM Systems with LangChain, RAG, ChromaDB, and Neo4j Knowledge GraphsModern AI systems are no longer just “LLM + prompt”. Production-grade systems require:
John Maguire·Mar 13Your “Second Brain” Is Just a Filing Cabinet With a Search BarWhy the hottest concept in AI productivity is already obsolete — and what comes next
Elie Bassil·Feb 12RAG understands the topic, and still gets the answer wrongI rebuilt some RAG systems with graphs. Precision went from 10% to 100%.
cognee·Jan 27Cognee — Graph-Aware Embeddings by cognee: For Even Smarter Retrieval📝 TL;DR: Graph-aware embeddings fuse semantic vectors with knowledge-graph signals (hierarchy, time, and entity types) to deliver more…
Aditya Verma·Jan 1Understanding Knowledge Graph Structure and EmbeddingsReading through A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings[1]Sardina et al. [1]
Soumya Ranjan Das·Nov 29, 2025Rethinking Knowledge Graphs -2From a Solid Foundation to an Autonomous Agent
