{"type": "article", "title": "EdgeMem: LLM-Free Agent Memory Construction and Retrieval via Evidence-Preserving Multi-Anchor Hypergraph", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/edgemem-llm-free-agent-memory-construction-and-retrieval-via-evidence-preserving", "original_source": "https://www.machinebrief.com/news/edgemem-llm-free-agent-memory-construction-and-retrieval-via-1zpl", "published": "2026-09-10T04:00:00+00:00", "accessed": "2026-09-10", "id": "edgemem-llm-free-agent-memory-construction-and-retrieval-via-evidence-preserving"}