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- [Instructor] Why do we need autonomous agent AI
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and that too an AI that can reason
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and make decisions on our behalf?
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Can you think of reasons why we would need an agent AI
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that talks to LLMs to be automated
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and make decisions on our behalf?
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Write your ideas in a notepad.
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Let us think of an intelligent chatbot, like a travel bot.
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Your customer chats with the chatbot by asking questions,
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and the chatbot gives answers about, say, a ticket
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or hotel option for a vacation.
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Now, what is the benefit of automating this using agent AI?
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Imagine if a user can give their requirement,
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and the AI can go research and find the best option
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and recommend the right date for a vacation.
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Agent AI can take a user's complex task
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and break it down to simple steps
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and plan and execute the search
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and find the solution that meets the user's need.
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That's the specialty of agent AI.
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And an agent AI can communicate.
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It can communicate with other agent AI to collaborate,
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and each agent AI can do a piece of the task.
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In this example,
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one agent can search for airplane deals.
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Another can search for hotel deals.
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Can you think of what could go wrong with this automation?
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Well, there could be a great price deal for air
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and hotel on a specific week in a beach town
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because it is a terrible weather week,
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such as hurricane season.
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The agent searching for deals might not know
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how to check for bad weather,
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but it can use a tool like a weather app
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to find out if the weather is good
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during the dates when it finds a deal.
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Isn't that amazing?
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All these agent AIs can communicate with each other
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and make a decision to meet the user's goal
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to get the best deal on a date when there is good weather.
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This is a simple example of what agent AI can do.
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We will see more examples throughout the course
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and even design
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and build a couple autonomous agent AI systems.
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