Tag: Knowledge Graph

1 articles

My Agent Got Dementia: A GraphRAG Memory System Post-Mortem

6/21/2026

After upgrading from vector retrieval to GraphRAG, my Agent developed four pathologies: entity duplication, relation inflation, zombie memories, and query timeouts. This article diagnoses memory health with four quantitative metrics and proposes four fixes: deduplication, structured pruning, tiered storage, and graph optimization.

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Agent Architecture LangGraph Actor Model MCP Human-in-the-Loop Data Compliance Web Scraping RAG Security Retrieval Agent Memory Developer Ecosystem Industry Analysis Workflow AI Agent Framework Selection Engineering Practice Beginner Guide CrewAI Dify 框架选型工程实践新人指南 Long-term Memory Short-term Memory Context Vector Database Indexing Multi-Agent Collaboration Prompt Injection Tool Use Session User Identity Consistency Fact Anchoring System Design AI Infrastructure Memory 2026 H1 AI-Native 范式智能体架构 AI Dopamine Digital Detox Retro-Humanism Thought Experiment Pure Entertainment Paradigm COT ReAct Comparison Human-AI Collaboration Future of Work Alignment Governance RPA Enterprise Automation HITL 企业自动化工作流 GraphRAG Knowledge Graph LLM Cognitive Science AI Impact Human-AI Interaction 2026 Outlook Prompt Engineering Deep Research Reinforcement Learning Decision Making Agent Design System Architecture Strong Super-Agent OpenClaw