Memory, LangChain Inc., 2025 (LangChain Inc.) - Official documentation for LangChain's memory modules, providing practical implementations and examples of conversation buffer, windowed, and summary buffer memory types.
Memory, LlamaIndex, 2024 (LlamaIndex) - Official documentation for LlamaIndex's memory management, offering alternative implementations and insights into managing short-term context for LLM applications.
Generative Agents: Interactive Simulacra of Human Behavior, Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein, 2023arXiv preprint arXiv:2304.03442DOI: 10.48550/arXiv.2304.03442 - Introduces a multi-agent framework where agents use a detailed memory stream, including a 'reflection' mechanism to summarize past experiences, providing a research example of sophisticated short-term and long-term memory integration.