✨Architecture of Generative Agents: AI That Can 'Remember, Think, and Act!✨
Imagine an AI that not only answers questions but also has memory, can reflect, and create daily plans like a human.
Well, that's Generative Agents — sophisticated AI characters based on LLM (like ChatGPT) that can evolve through experience!
📌 To ensure their behavior is sensible and consistent, this AI is equipped with 3 main components:
1️⃣ Memory Stream & Retrieval
The agent stores "memories" from its life experiences (in text form). But to prevent its brain from getting cluttered, only the most important, relevant, and recent ones are used for decision-making.
2️⃣ Reflection (AI-style Reflection)
Sometimes the agent needs to think before acting. So it will gather important things that just happened, then create its own questions and insights. Sort of overthinking but useful 😅 The results are stored and used to determine future behavior.
3️⃣ Planning & Action
The agent can create detailed plans like:
🕐 1 PM: brainstorm
🕑 2 PM: gather information
🕒 3 PM: snack on fruit 🍎
If the situation changes, it can immediately adjust the plan. It can even talk to other agents if interaction is needed. Impressive, right?
With this architecture, AI is not just "smart," but they have a "personality" that evolves over time, with memories and habits like a human.
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