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- [Narrator] Now we will learn how we can design
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one or more LLMs to work together
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to become successful Agent AI.
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There are many different ways we can design this.
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This is called Agent design framework.
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This is an evolving area of Agent AI research.
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You may add your own design approach
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as you begin building out agents
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for your customer use cases.
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I'm going to teach you the common agent design
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frameworks that you will need.
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Reflection is how the LLM ponders its own results
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and improves it.
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Tools, we've been saying Agent AI uses tools.
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The tool use of an LLM could be a web search
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to gather data and to process the information.
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Planning is how the LLM comes with a step-by-step plan
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to execute a task.
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Multi-agent collaboration is when multiple
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agents work together.
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They could debate with each other, they could collaborate
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to arrive at the best solution for a problem.
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They might have individual goals,
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or they might have one common goal for the Agent AI system.
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Now we have learned multiple design approaches
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to build Agent AI.
2014
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