* 知名開源實作 * https://github.com/mem0ai/mem0 * https://github.com/letta-ai/letta * LangChain 關於 Memory 的文章和實作 * https://blog.langchain.dev/adding-long-term-memory-to-opengpts/ (2024/11) * https://blog.langchain.dev/launching-long-term-memory-support-in-langgraph/ (2024/10/8) * https://blog.langchain.dev/memory-for-agents/ (2024/10/19) * LangMem * https://langchain-ai.github.io/langmem/concepts/conceptual_guide/ * https://blog.langchain.dev/langmem-sdk-launch/ * Agent Memory 課程 * https://www.deeplearning.ai/short-courses/llms-as-operating-systems-agent-memory/ * 使用 https://github.com/letta-ai/letta 框架 * https://github.com/topoteretes/awesome-ai-memory * Graph-based memory https://github.com/getzep/graphiti * paper: Sleep-time compute: make your machines think while they sleep (2025/4/22) * https://arxiv.org/abs/2504.13171 * https://x.com/charlespacker/status/1914380650993569817 * paper: Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions (2025/5) * https://arxiv.org/abs/2505.00675 * paper: Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory * https://arxiv.org/abs/2504.19413 * 發展整理 https://x.com/aparnadhinak/status/1920903237269680568 (2025/5/10) * Self-Managed LLM Memory 實作參考 (2025/5) * cookbook https://github.com/anthropics/anthropic-cookbook/blob/main/tool_use/memory_cookbook.ipynb * 比較 https://x.com/RLanceMartin/status/1925633240427114808/photo/1 (2205/5/23) * Stop Pretending Your Agent Memory Isn’t RAG (2025/6) * https://medium.com/asymptotic-spaghetti-integration/stop-pretending-your-agent-memory-isnt-rag-c2daf995d820 * paper: LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory (2025/3) * https://arxiv.org/abs/2410.10813 * talk: Using LongMemEval to Improve Agent Memory (2025/8) * https://www.youtube.com/watch?v=FTokJt1ioeg&list=PL5q_lef6zVkb2j0SjbqFWLUdTTvkEnfaL&index=3&t=43s * talk: Building AI to Remember: Engineering AI Memory (2025/6) * https://luma.com/krkqwl5x * New Computer https://www.youtube.com/watch?v=7AmhgMAJIT4 * The Man Behind LangChain Memory https://www.youtube.com/watch?v=OTyhD7oKPn0 * Cursor https://www.youtube.com/watch?v=MtwWHXYFqbQ * 這三場都很棒! * Integrating Long-Term Memory with Gemini 2.5 (2025/7/3) * https://www.philschmid.de/gemini-with-memory * 用 mem0 的一個示範，每回合 search 和 add memory 到 vector store * Memory in Agents, Make LLMs remember (2025/8/4) * https://www.philschmid.de/memory-in-agents --- > https://chatgpt.com/c/687d37c8-57d4-8008-bc7f-1a2a6e72df74