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Research on Agent architectures is evolving real fast. I read Park et al.'s paper on Generative Agents a couple of weeks back which seems to have the potential
by akhayam 3y ago
Research on Agent architectures is evolving real fast. I read Park et al.'s paper on Generative Agents a couple of weeks back which seems to have the potential to put LangChain's Memory on steroids: https://arxiv.org/abs/2304.03442 https://arxiv.org/abs/2304.03442
"To enable generative agents, we describe an architecture that extends a large language model to store a complete record of the agent's experiences using natural language, synthesize those memories over time into higher-level reflections, and retrieve them dynamically to plan behavior."
Can't wait for LangChain to incorporate a long-term, reflection-based memory system.