{"type": "article", "title": "PVM:Give any LLM long-term memory.No API keys,no GPU,~800 lines Python.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/pvm-give-any-llm-long-term-memory-no-api-keys-no-gpu-800-lines-python", "original_source": "https://dev.to/rocky007cn/pvmgive-any-llm-long-term-memoryno-api-keysno-gpu800-lines-python-42p3", "published": "2026-07-13T19:38:25+00:00", "accessed": "2026-07-15", "id": "pvm-give-any-llm-long-term-memory-no-api-keys-no-gpu-800-lines-python"}